Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 742 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 275 |
| Duplicate rows (%) | 37.1% |
| Total size in memory | 674.0 KiB |
| Average record size in memory | 930.2 B |
Variable types
| CAT | 11 |
|---|---|
| BOOL | 8 |
| NUM | 6 |
Reproduction
| Analysis started | 2020-06-19 04:19:48.236762 |
|---|---|
| Analysis finished | 2020-06-19 04:20:02.085298 |
| Duration | 13.85 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 275 (37.1%) duplicate rows | Duplicates |
Job Title has a high cardinality: 264 distinct values | High cardinality |
Location has a high cardinality: 200 distinct values | High cardinality |
Headquarters has a high cardinality: 198 distinct values | High cardinality |
Industry has a high cardinality: 60 distinct values | High cardinality |
Competitors has a high cardinality: 128 distinct values | High cardinality |
company_txt has a high cardinality: 343 distinct values | High cardinality |
max_salary is highly correlated with min_salary and 1 other fields | High correlation |
min_salary is highly correlated with max_salary and 1 other fields | High correlation |
avg_salary is highly correlated with min_salary and 1 other fields | High correlation |
Sector is highly correlated with Industry | High correlation |
Industry is highly correlated with Sector | High correlation |
| Distinct count | 264 |
|---|---|
| Unique (%) | 35.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| Data Scientist | |
|---|---|
| Data Engineer | 53 |
| Senior Data Scientist | 34 |
| Data Analyst | 15 |
| Senior Data Engineer | 14 |
| Other values (259) |
| Value | Count | Frequency (%) | |
| Data Scientist | 131 | 17.7% | |
| Data Engineer | 53 | 7.1% | |
| Senior Data Scientist | 34 | 4.6% | |
| Data Analyst | 15 | 2.0% | |
| Senior Data Engineer | 14 | 1.9% | |
| Senior Data Analyst | 12 | 1.6% | |
| Lead Data Scientist | 8 | 1.1% | |
| Sr. Data Engineer | 6 | 0.8% | |
| Marketing Data Analyst | 6 | 0.8% | |
| Machine Learning Engineer | 5 | 0.7% | |
| Principal Data Scientist | 5 | 0.7% | |
| MED TECH/LAB SCIENTIST- SOUTH COASTAL LAB | 4 | 0.5% | |
| Research Scientist | 4 | 0.5% | |
| Food Scientist - Developer | 4 | 0.5% | |
| Staff Scientist-Downstream Process Development | 4 | 0.5% | |
| R&D Specialist/ Food Scientist | 4 | 0.5% | |
| Sr. Data Engineer - Contract-to-Hire (Java) | 4 | 0.5% | |
| Senior Research Scientist-Machine Learning | 4 | 0.5% | |
| Medical Laboratory Scientist | 4 | 0.5% | |
| Analytics Manager - Data Mart | 4 | 0.5% | |
| Senior Data Scientist - R&D Oncology | 3 | 0.4% | |
| Research Scientist, Immunology - Cancer Biology | 3 | 0.4% | |
| Revenue Analytics Manager | 3 | 0.4% | |
| Lead Data Engineer | 3 | 0.4% | |
| Senior Scientist (Neuroscience) | 3 | 0.4% | |
| Other values (239) | 402 | 54.2% |
Length
| Max length | 98 |
|---|---|
| Median length | 23 |
| Mean length | 27.94204852 |
| Min length | 9 |
Most occurring characters
| Value | Count | Frequency (%) | |
| t | 2114 | 10.2% | |
| 2081 | 10.0% | ||
| a | 2004 | 9.7% | |
| i | 1852 | 8.9% | |
| e | 1744 | 8.4% | |
| n | 1605 | 7.7% | |
| c | 940 | 4.5% | |
| s | 938 | 4.5% | |
| r | 857 | 4.1% | |
| S | 799 | 3.9% | |
| D | 661 | 3.2% | |
| o | 641 | 3.1% | |
| l | 532 | 2.6% | |
| g | 374 | 1.8% | |
| A | 290 | 1.4% | |
| y | 287 | 1.4% | |
| E | 261 | 1.3% | |
| - | 184 | 0.9% | |
| u | 175 | 0.8% | |
| m | 168 | 0.8% | |
| M | 151 | 0.7% | |
| I | 150 | 0.7% | |
| d | 139 | 0.7% | |
| C | 136 | 0.7% | |
| p | 123 | 0.6% | |
| Other values (41) | 1527 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 14912 | 71.9% | |
| Uppercase Letter | 3194 | 15.4% | |
| Space Separator | 2081 | 10.0% | |
| Other Punctuation | 228 | 1.1% | |
| Dash Punctuation | 193 | 0.9% | |
| Open Punctuation | 42 | 0.2% | |
| Decimal Number | 41 | 0.2% | |
| Close Punctuation | 41 | 0.2% | |
| Math Symbol | 1 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 799 | 25.0% | |
| D | 661 | 20.7% | |
| A | 290 | 9.1% | |
| E | 261 | 8.2% | |
| M | 151 | 4.7% | |
| I | 150 | 4.7% | |
| C | 136 | 4.3% | |
| L | 118 | 3.7% | |
| P | 111 | 3.5% | |
| R | 102 | 3.2% | |
| T | 90 | 2.8% | |
| B | 66 | 2.1% | |
| O | 56 | 1.8% | |
| N | 48 | 1.5% | |
| H | 36 | 1.1% | |
| G | 22 | 0.7% | |
| F | 22 | 0.7% | |
| V | 21 | 0.7% | |
| U | 17 | 0.5% | |
| Q | 14 | 0.4% | |
| W | 7 | 0.2% | |
| J | 7 | 0.2% | |
| Y | 5 | 0.2% | |
| K | 4 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| t | 2114 | 14.2% | |
| a | 2004 | 13.4% | |
| i | 1852 | 12.4% | |
| e | 1744 | 11.7% | |
| n | 1605 | 10.8% | |
| c | 940 | 6.3% | |
| s | 938 | 6.3% | |
| r | 857 | 5.7% | |
| o | 641 | 4.3% | |
| l | 532 | 3.6% | |
| g | 374 | 2.5% | |
| y | 287 | 1.9% | |
| u | 175 | 1.2% | |
| m | 168 | 1.1% | |
| d | 139 | 0.9% | |
| p | 123 | 0.8% | |
| h | 121 | 0.8% | |
| f | 103 | 0.7% | |
| v | 76 | 0.5% | |
| b | 35 | 0.2% | |
| k | 32 | 0.2% | |
| w | 26 | 0.2% | |
| x | 11 | 0.1% | |
| j | 8 | 0.1% | |
| z | 7 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 2081 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 184 | 95.3% | |
| – | 9 | 4.7% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 103 | 45.2% | |
| / | 62 | 27.2% | |
| . | 35 | 15.4% | |
| & | 26 | 11.4% | |
| : | 2 | 0.9% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 14 | 34.1% | |
| 0 | 12 | 29.3% | |
| 1 | 8 | 19.5% | |
| 4 | 3 | 7.3% | |
| 9 | 2 | 4.9% | |
| 5 | 2 | 4.9% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 42 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 41 | 100.0% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| | | 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 18106 | 87.3% | |
| Common | 2627 | 12.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| t | 2114 | 11.7% | |
| a | 2004 | 11.1% | |
| i | 1852 | 10.2% | |
| e | 1744 | 9.6% | |
| n | 1605 | 8.9% | |
| c | 940 | 5.2% | |
| s | 938 | 5.2% | |
| r | 857 | 4.7% | |
| S | 799 | 4.4% | |
| D | 661 | 3.7% | |
| o | 641 | 3.5% | |
| l | 532 | 2.9% | |
| g | 374 | 2.1% | |
| A | 290 | 1.6% | |
| y | 287 | 1.6% | |
| E | 261 | 1.4% | |
| u | 175 | 1.0% | |
| m | 168 | 0.9% | |
| M | 151 | 0.8% | |
| I | 150 | 0.8% | |
| d | 139 | 0.8% | |
| C | 136 | 0.8% | |
| p | 123 | 0.7% | |
| h | 121 | 0.7% | |
| L | 118 | 0.7% | |
| Other values (24) | 926 | 5.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2081 | 79.2% | ||
| - | 184 | 7.0% | |
| , | 103 | 3.9% | |
| / | 62 | 2.4% | |
| ( | 42 | 1.6% | |
| ) | 41 | 1.6% | |
| . | 35 | 1.3% | |
| & | 26 | 1.0% | |
| 2 | 14 | 0.5% | |
| 0 | 12 | 0.5% | |
| – | 9 | 0.3% | |
| 1 | 8 | 0.3% | |
| 4 | 3 | 0.1% | |
| 9 | 2 | 0.1% | |
| 5 | 2 | 0.1% | |
| : | 2 | 0.1% | |
| | | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 20724 | > 99.9% | |
| Punctuation | 9 | < 0.1% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| t | 2114 | 10.2% | |
| 2081 | 10.0% | ||
| a | 2004 | 9.7% | |
| i | 1852 | 8.9% | |
| e | 1744 | 8.4% | |
| n | 1605 | 7.7% | |
| c | 940 | 4.5% | |
| s | 938 | 4.5% | |
| r | 857 | 4.1% | |
| S | 799 | 3.9% | |
| D | 661 | 3.2% | |
| o | 641 | 3.1% | |
| l | 532 | 2.6% | |
| g | 374 | 1.8% | |
| A | 290 | 1.4% | |
| y | 287 | 1.4% | |
| E | 261 | 1.3% | |
| - | 184 | 0.9% | |
| u | 175 | 0.8% | |
| m | 168 | 0.8% | |
| M | 151 | 0.7% | |
| I | 150 | 0.7% | |
| d | 139 | 0.7% | |
| C | 136 | 0.7% | |
| p | 123 | 0.6% | |
| Other values (40) | 1518 | 7.3% |
Most frequent Punctuation characters
| Value | Count | Frequency (%) | |
| – | 9 | 100.0% |
Rating
Real number (ℝ)
| Distinct count | 31 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6188679245283017 |
|---|---|
| Minimum | -1.0 |
| Maximum | 5.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 2.6 |
| Q1 | 3.3 |
| median | 3.7 |
| Q3 | 4 |
| 95-th percentile | 4.7 |
| Maximum | 5 |
| Range | 6 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 0.8012101585 |
|---|---|
| Coefficient of variation (CV) | 0.2213980104 |
| Kurtosis | 14.30412724 |
| Mean | 3.618867925 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | -2.814019554 |
| Sum | 2685.2 |
| Variance | 0.641937718 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3.9 | 63 | 8.5% | |
| 3.8 | 61 | 8.2% | |
| 3.7 | 61 | 8.2% | |
| 3.5 | 49 | 6.6% | |
| 4 | 47 | 6.3% | |
| 3.6 | 46 | 6.2% | |
| 3.4 | 44 | 5.9% | |
| 3.3 | 39 | 5.3% | |
| 3.2 | 35 | 4.7% | |
| 4.4 | 33 | 4.4% | |
| 4.3 | 32 | 4.3% | |
| 4.7 | 31 | 4.2% | |
| 4.2 | 26 | 3.5% | |
| 3.1 | 25 | 3.4% | |
| 4.1 | 19 | 2.6% | |
| 2.9 | 18 | 2.4% | |
| 3 | 17 | 2.3% | |
| 2.7 | 14 | 1.9% | |
| 2.6 | 12 | 1.6% | |
| -1 | 11 | 1.5% | |
| 4.6 | 10 | 1.3% | |
| 4.8 | 9 | 1.2% | |
| 2.8 | 7 | 0.9% | |
| 2.4 | 7 | 0.9% | |
| 4.5 | 7 | 0.9% | |
| Other values (6) | 19 | 2.6% |
| Value | Count | Frequency (%) | |
| -1 | 11 | 1.5% | |
| 1.9 | 3 | 0.4% | |
| 2.1 | 5 | 0.7% | |
| 2.2 | 2 | 0.3% | |
| 2.3 | 2 | 0.3% | |
| 2.4 | 7 | 0.9% | |
| 2.5 | 2 | 0.3% | |
| 2.6 | 12 | 1.6% | |
| 2.7 | 14 | 1.9% | |
| 2.8 | 7 | 0.9% |
| Value | Count | Frequency (%) | |
| 5 | 5 | 0.7% | |
| 4.8 | 9 | 1.2% | |
| 4.7 | 31 | 4.2% | |
| 4.6 | 10 | 1.3% | |
| 4.5 | 7 | 0.9% | |
| 4.4 | 33 | 4.4% | |
| 4.3 | 32 | 4.3% | |
| 4.2 | 26 | 3.5% | |
| 4.1 | 19 | 2.6% | |
| 4 | 47 | 6.3% |
| Distinct count | 200 |
|---|---|
| Unique (%) | 27.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| New York, NY | 55 |
|---|---|
| San Francisco, CA | 49 |
| Cambridge, MA | 47 |
| Chicago, IL | 32 |
| Boston, MA | 23 |
| Other values (195) |
| Value | Count | Frequency (%) | |
| New York, NY | 55 | 7.4% | |
| San Francisco, CA | 49 | 6.6% | |
| Cambridge, MA | 47 | 6.3% | |
| Chicago, IL | 32 | 4.3% | |
| Boston, MA | 23 | 3.1% | |
| San Jose, CA | 13 | 1.8% | |
| Pittsburgh, PA | 12 | 1.6% | |
| Rockville, MD | 11 | 1.5% | |
| Washington, DC | 11 | 1.5% | |
| Richland, WA | 10 | 1.3% | |
| Winston-Salem, NC | 10 | 1.3% | |
| Herndon, VA | 10 | 1.3% | |
| Indianapolis, IN | 9 | 1.2% | |
| San Diego, CA | 9 | 1.2% | |
| South San Francisco, CA | 8 | 1.1% | |
| Austin, TX | 8 | 1.1% | |
| Mountain View, CA | 8 | 1.1% | |
| Palo Alto, CA | 7 | 0.9% | |
| Rochester, NY | 7 | 0.9% | |
| Phoenix, AZ | 6 | 0.8% | |
| Marlborough, MA | 6 | 0.8% | |
| Salt Lake City, UT | 6 | 0.8% | |
| Huntsville, AL | 6 | 0.8% | |
| Gaithersburg, MD | 6 | 0.8% | |
| Charlotte, NC | 6 | 0.8% | |
| Other values (175) | 367 | 49.5% |
Length
| Max length | 33 |
|---|---|
| Median length | 13 |
| Mean length | 13.1509434 |
| Min length | 8 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 992 | 10.2% | ||
| , | 743 | 7.6% | |
| a | 607 | 6.2% | |
| o | 533 | 5.5% | |
| n | 529 | 5.4% | |
| e | 514 | 5.3% | |
| i | 493 | 5.1% | |
| A | 438 | 4.5% | |
| r | 424 | 4.3% | |
| l | 348 | 3.6% | |
| C | 336 | 3.4% | |
| t | 320 | 3.3% | |
| s | 276 | 2.8% | |
| c | 228 | 2.3% | |
| N | 211 | 2.2% | |
| M | 202 | 2.1% | |
| g | 178 | 1.8% | |
| h | 172 | 1.8% | |
| d | 158 | 1.6% | |
| S | 153 | 1.6% | |
| Y | 133 | 1.4% | |
| u | 128 | 1.3% | |
| L | 106 | 1.1% | |
| m | 105 | 1.1% | |
| k | 105 | 1.1% | |
| Other values (29) | 1326 | 13.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 5525 | 56.6% | |
| Uppercase Letter | 2488 | 25.5% | |
| Space Separator | 992 | 10.2% | |
| Other Punctuation | 743 | 7.6% | |
| Dash Punctuation | 10 | 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 438 | 17.6% | |
| C | 336 | 13.5% | |
| N | 211 | 8.5% | |
| M | 202 | 8.1% | |
| S | 153 | 6.1% | |
| Y | 133 | 5.3% | |
| L | 106 | 4.3% | |
| F | 93 | 3.7% | |
| I | 89 | 3.6% | |
| D | 87 | 3.5% | |
| P | 84 | 3.4% | |
| W | 72 | 2.9% | |
| B | 61 | 2.5% | |
| V | 61 | 2.5% | |
| T | 60 | 2.4% | |
| H | 58 | 2.3% | |
| R | 56 | 2.3% | |
| O | 56 | 2.3% | |
| J | 35 | 1.4% | |
| X | 28 | 1.1% | |
| G | 17 | 0.7% | |
| K | 15 | 0.6% | |
| E | 15 | 0.6% | |
| U | 10 | 0.4% | |
| Z | 9 | 0.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 607 | 11.0% | |
| o | 533 | 9.6% | |
| n | 529 | 9.6% | |
| e | 514 | 9.3% | |
| i | 493 | 8.9% | |
| r | 424 | 7.7% | |
| l | 348 | 6.3% | |
| t | 320 | 5.8% | |
| s | 276 | 5.0% | |
| c | 228 | 4.1% | |
| g | 178 | 3.2% | |
| h | 172 | 3.1% | |
| d | 158 | 2.9% | |
| u | 128 | 2.3% | |
| m | 105 | 1.9% | |
| k | 105 | 1.9% | |
| b | 102 | 1.8% | |
| w | 91 | 1.6% | |
| v | 68 | 1.2% | |
| p | 53 | 1.0% | |
| y | 43 | 0.8% | |
| f | 24 | 0.4% | |
| x | 18 | 0.3% | |
| q | 6 | 0.1% | |
| j | 2 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 743 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 992 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 10 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 8013 | 82.1% | |
| Common | 1745 | 17.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 607 | 7.6% | |
| o | 533 | 6.7% | |
| n | 529 | 6.6% | |
| e | 514 | 6.4% | |
| i | 493 | 6.2% | |
| A | 438 | 5.5% | |
| r | 424 | 5.3% | |
| l | 348 | 4.3% | |
| C | 336 | 4.2% | |
| t | 320 | 4.0% | |
| s | 276 | 3.4% | |
| c | 228 | 2.8% | |
| N | 211 | 2.6% | |
| M | 202 | 2.5% | |
| g | 178 | 2.2% | |
| h | 172 | 2.1% | |
| d | 158 | 2.0% | |
| S | 153 | 1.9% | |
| Y | 133 | 1.7% | |
| u | 128 | 1.6% | |
| L | 106 | 1.3% | |
| m | 105 | 1.3% | |
| k | 105 | 1.3% | |
| b | 102 | 1.3% | |
| F | 93 | 1.2% | |
| Other values (26) | 1121 | 14.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 992 | 56.8% | ||
| , | 743 | 42.6% | |
| - | 10 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 9758 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 992 | 10.2% | ||
| , | 743 | 7.6% | |
| a | 607 | 6.2% | |
| o | 533 | 5.5% | |
| n | 529 | 5.4% | |
| e | 514 | 5.3% | |
| i | 493 | 5.1% | |
| A | 438 | 4.5% | |
| r | 424 | 4.3% | |
| l | 348 | 3.6% | |
| C | 336 | 3.4% | |
| t | 320 | 3.3% | |
| s | 276 | 2.8% | |
| c | 228 | 2.3% | |
| N | 211 | 2.2% | |
| M | 202 | 2.1% | |
| g | 178 | 1.8% | |
| h | 172 | 1.8% | |
| d | 158 | 1.6% | |
| S | 153 | 1.6% | |
| Y | 133 | 1.4% | |
| u | 128 | 1.3% | |
| L | 106 | 1.1% | |
| m | 105 | 1.1% | |
| k | 105 | 1.1% | |
| Other values (29) | 1326 | 13.6% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 26.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| New York, NY | 52 |
|---|---|
| San Francisco, CA | 42 |
| Chicago, IL | 30 |
| Cambridge, MA | 20 |
| Winston-Salem, NC | 14 |
| Other values (193) |
| Value | Count | Frequency (%) | |
| New York, NY | 52 | 7.0% | |
| San Francisco, CA | 42 | 5.7% | |
| Chicago, IL | 30 | 4.0% | |
| Cambridge, MA | 20 | 2.7% | |
| Winston-Salem, NC | 14 | 1.9% | |
| Boston, MA | 14 | 1.9% | |
| OSAKA, Japan | 14 | 1.9% | |
| Springfield, MA | 14 | 1.9% | |
| Reston, VA | 12 | 1.6% | |
| Richland, WA | 12 | 1.6% | |
| Pittsburgh, PA | 11 | 1.5% | |
| Mountain View, CA | 11 | 1.5% | |
| Palo Alto, CA | 10 | 1.3% | |
| Cambridge, United Kingdom | 9 | 1.2% | |
| Salt Lake City, UT | 9 | 1.2% | |
| Washington, DC | 9 | 1.2% | |
| Denver, CO | 8 | 1.1% | |
| San Jose, CA | 8 | 1.1% | |
| Rockville, MD | 8 | 1.1% | |
| Bedford, MA | 8 | 1.1% | |
| Herndon, VA | 8 | 1.1% | |
| San Rafael, CA | 7 | 0.9% | |
| Chadds Ford, PA | 7 | 0.9% | |
| Basel, Switzerland | 7 | 0.9% | |
| Rochester, NY | 7 | 0.9% | |
| Other values (173) | 391 | 52.7% |
Length
| Max length | 26 |
|---|---|
| Median length | 13 |
| Mean length | 13.606469 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1033 | 10.2% | ||
| , | 741 | 7.3% | |
| a | 647 | 6.4% | |
| n | 615 | 6.1% | |
| e | 560 | 5.5% | |
| o | 528 | 5.2% | |
| i | 510 | 5.1% | |
| A | 459 | 4.5% | |
| r | 422 | 4.2% | |
| l | 370 | 3.7% | |
| C | 350 | 3.5% | |
| t | 348 | 3.4% | |
| s | 259 | 2.6% | |
| d | 237 | 2.3% | |
| c | 219 | 2.2% | |
| N | 192 | 1.9% | |
| S | 181 | 1.8% | |
| M | 178 | 1.8% | |
| g | 178 | 1.8% | |
| h | 159 | 1.6% | |
| Y | 115 | 1.1% | |
| m | 114 | 1.1% | |
| u | 111 | 1.1% | |
| w | 110 | 1.1% | |
| L | 107 | 1.1% | |
| Other values (30) | 1353 | 13.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 5779 | 57.2% | |
| Uppercase Letter | 2525 | 25.0% | |
| Space Separator | 1033 | 10.2% | |
| Other Punctuation | 741 | 7.3% | |
| Dash Punctuation | 17 | 0.2% | |
| Decimal Number | 1 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 459 | 18.2% | |
| C | 350 | 13.9% | |
| N | 192 | 7.6% | |
| S | 181 | 7.2% | |
| M | 178 | 7.0% | |
| Y | 115 | 4.6% | |
| L | 107 | 4.2% | |
| F | 102 | 4.0% | |
| I | 82 | 3.2% | |
| P | 80 | 3.2% | |
| V | 79 | 3.1% | |
| W | 75 | 3.0% | |
| D | 73 | 2.9% | |
| B | 71 | 2.8% | |
| R | 71 | 2.8% | |
| O | 58 | 2.3% | |
| T | 50 | 2.0% | |
| J | 40 | 1.6% | |
| K | 39 | 1.5% | |
| H | 32 | 1.3% | |
| U | 28 | 1.1% | |
| X | 21 | 0.8% | |
| G | 18 | 0.7% | |
| E | 16 | 0.6% | |
| Z | 5 | 0.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 647 | 11.2% | |
| n | 615 | 10.6% | |
| e | 560 | 9.7% | |
| o | 528 | 9.1% | |
| i | 510 | 8.8% | |
| r | 422 | 7.3% | |
| l | 370 | 6.4% | |
| t | 348 | 6.0% | |
| s | 259 | 4.5% | |
| d | 237 | 4.1% | |
| c | 219 | 3.8% | |
| g | 178 | 3.1% | |
| h | 159 | 2.8% | |
| m | 114 | 2.0% | |
| u | 111 | 1.9% | |
| w | 110 | 1.9% | |
| k | 102 | 1.8% | |
| b | 66 | 1.1% | |
| p | 59 | 1.0% | |
| y | 52 | 0.9% | |
| v | 46 | 0.8% | |
| f | 42 | 0.7% | |
| x | 14 | 0.2% | |
| z | 10 | 0.2% | |
| j | 1 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 741 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1033 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 17 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 8304 | 82.3% | |
| Common | 1792 | 17.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 647 | 7.8% | |
| n | 615 | 7.4% | |
| e | 560 | 6.7% | |
| o | 528 | 6.4% | |
| i | 510 | 6.1% | |
| A | 459 | 5.5% | |
| r | 422 | 5.1% | |
| l | 370 | 4.5% | |
| C | 350 | 4.2% | |
| t | 348 | 4.2% | |
| s | 259 | 3.1% | |
| d | 237 | 2.9% | |
| c | 219 | 2.6% | |
| N | 192 | 2.3% | |
| S | 181 | 2.2% | |
| M | 178 | 2.1% | |
| g | 178 | 2.1% | |
| h | 159 | 1.9% | |
| Y | 115 | 1.4% | |
| m | 114 | 1.4% | |
| u | 111 | 1.3% | |
| w | 110 | 1.3% | |
| L | 107 | 1.3% | |
| F | 102 | 1.2% | |
| k | 102 | 1.2% | |
| Other values (26) | 1131 | 13.6% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1033 | 57.6% | ||
| , | 741 | 41.4% | |
| - | 17 | 0.9% | |
| 1 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 10096 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1033 | 10.2% | ||
| , | 741 | 7.3% | |
| a | 647 | 6.4% | |
| n | 615 | 6.1% | |
| e | 560 | 5.5% | |
| o | 528 | 5.2% | |
| i | 510 | 5.1% | |
| A | 459 | 4.5% | |
| r | 422 | 4.2% | |
| l | 370 | 3.7% | |
| C | 350 | 3.5% | |
| t | 348 | 3.4% | |
| s | 259 | 2.6% | |
| d | 237 | 2.3% | |
| c | 219 | 2.2% | |
| N | 192 | 1.9% | |
| S | 181 | 1.8% | |
| M | 178 | 1.8% | |
| g | 178 | 1.8% | |
| h | 159 | 1.6% | |
| Y | 115 | 1.1% | |
| m | 114 | 1.1% | |
| u | 111 | 1.1% | |
| w | 110 | 1.1% | |
| L | 107 | 1.1% | |
| Other values (30) | 1353 | 13.4% |
Size
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 1001 to 5000 employees | |
|---|---|
| 501 to 1000 employees | |
| 10000+ employees | |
| 201 to 500 employees | |
| 51 to 200 employees | |
| Other values (4) |
| Value | Count | Frequency (%) | |
| 1001 to 5000 employees | 150 | 20.2% | |
| 501 to 1000 employees | 134 | 18.1% | |
| 10000+ employees | 130 | 17.5% | |
| 201 to 500 employees | 117 | 15.8% | |
| 51 to 200 employees | 94 | 12.7% | |
| 5001 to 10000 employees | 76 | 10.2% | |
| 1 to 50 employees | 31 | 4.2% | |
| Unknown | 9 | 1.2% | |
| -1 | 1 | 0.1% |
Length
| Max length | 23 |
|---|---|
| Median length | 20 |
| Mean length | 19.7574124 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 2832 | 19.3% | |
| e | 2196 | 15.0% | |
| 1936 | 13.2% | ||
| o | 1343 | 9.2% | |
| 1 | 1093 | 7.5% | |
| m | 732 | 5.0% | |
| p | 732 | 5.0% | |
| l | 732 | 5.0% | |
| y | 732 | 5.0% | |
| s | 732 | 5.0% | |
| 5 | 602 | 4.1% | |
| t | 602 | 4.1% | |
| 2 | 211 | 1.4% | |
| + | 130 | 0.9% | |
| n | 27 | 0.2% | |
| U | 9 | 0.1% | |
| k | 9 | 0.1% | |
| w | 9 | 0.1% | |
| - | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 7846 | 53.5% | |
| Decimal Number | 4738 | 32.3% | |
| Space Separator | 1936 | 13.2% | |
| Math Symbol | 130 | 0.9% | |
| Uppercase Letter | 9 | 0.1% | |
| Dash Punctuation | 1 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 2832 | 59.8% | |
| 1 | 1093 | 23.1% | |
| 5 | 602 | 12.7% | |
| 2 | 211 | 4.5% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1936 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 2196 | 28.0% | |
| o | 1343 | 17.1% | |
| m | 732 | 9.3% | |
| p | 732 | 9.3% | |
| l | 732 | 9.3% | |
| y | 732 | 9.3% | |
| s | 732 | 9.3% | |
| t | 602 | 7.7% | |
| n | 27 | 0.3% | |
| k | 9 | 0.1% | |
| w | 9 | 0.1% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| + | 130 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| U | 9 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 7855 | 53.6% | |
| Common | 6805 | 46.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 2832 | 41.6% | |
| 1936 | 28.4% | ||
| 1 | 1093 | 16.1% | |
| 5 | 602 | 8.8% | |
| 2 | 211 | 3.1% | |
| + | 130 | 1.9% | |
| - | 1 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 2196 | 28.0% | |
| o | 1343 | 17.1% | |
| m | 732 | 9.3% | |
| p | 732 | 9.3% | |
| l | 732 | 9.3% | |
| y | 732 | 9.3% | |
| s | 732 | 9.3% | |
| t | 602 | 7.7% | |
| n | 27 | 0.3% | |
| U | 9 | 0.1% | |
| k | 9 | 0.1% | |
| w | 9 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 14660 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 2832 | 19.3% | |
| e | 2196 | 15.0% | |
| 1936 | 13.2% | ||
| o | 1343 | 9.2% | |
| 1 | 1093 | 7.5% | |
| m | 732 | 5.0% | |
| p | 732 | 5.0% | |
| l | 732 | 5.0% | |
| y | 732 | 5.0% | |
| s | 732 | 5.0% | |
| 5 | 602 | 4.1% | |
| t | 602 | 4.1% | |
| 2 | 211 | 1.4% | |
| + | 130 | 0.9% | |
| n | 27 | 0.2% | |
| U | 9 | 0.1% | |
| k | 9 | 0.1% | |
| w | 9 | 0.1% | |
| - | 1 | < 0.1% |
Founded
Real number (ℝ)
| Distinct count | 102 |
|---|---|
| Unique (%) | 13.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1837.154986522911 |
|---|---|
| Minimum | -1 |
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 1939 |
| median | 1988 |
| Q3 | 2007 |
| 95-th percentile | 2014 |
| Maximum | 2019 |
| Range | 2020 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 497.1837627 |
|---|---|
| Coefficient of variation (CV) | 0.270627011 |
| Kurtosis | 9.705374859 |
| Mean | 1837.154987 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | -3.394532023 |
| Sum | 1363169 |
| Variance | 247191.6939 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1 | 50 | 6.7% | |
| 2010 | 32 | 4.3% | |
| 2008 | 31 | 4.2% | |
| 1996 | 27 | 3.6% | |
| 2006 | 24 | 3.2% | |
| 2012 | 21 | 2.8% | |
| 2011 | 19 | 2.6% | |
| 1958 | 18 | 2.4% | |
| 2007 | 18 | 2.4% | |
| 2002 | 18 | 2.4% | |
| 1984 | 18 | 2.4% | |
| 2015 | 16 | 2.2% | |
| 2013 | 15 | 2.0% | |
| 1851 | 14 | 1.9% | |
| 1875 | 14 | 1.9% | |
| 1781 | 14 | 1.9% | |
| 1997 | 14 | 1.9% | |
| 2014 | 13 | 1.8% | |
| 1999 | 12 | 1.6% | |
| 1965 | 12 | 1.6% | |
| 2017 | 12 | 1.6% | |
| 2000 | 10 | 1.3% | |
| 2003 | 10 | 1.3% | |
| 2005 | 10 | 1.3% | |
| 1935 | 10 | 1.3% | |
| Other values (77) | 290 | 39.1% |
| Value | Count | Frequency (%) | |
| -1 | 50 | 6.7% | |
| 1744 | 1 | 0.1% | |
| 1781 | 14 | 1.9% | |
| 1812 | 1 | 0.1% | |
| 1830 | 4 | 0.5% | |
| 1846 | 2 | 0.3% | |
| 1849 | 7 | 0.9% | |
| 1850 | 1 | 0.1% | |
| 1851 | 14 | 1.9% | |
| 1852 | 5 | 0.7% |
| Value | Count | Frequency (%) | |
| 2019 | 2 | 0.3% | |
| 2017 | 12 | 1.6% | |
| 2016 | 5 | 0.7% | |
| 2015 | 16 | 2.2% | |
| 2014 | 13 | 1.8% | |
| 2013 | 15 | 2.0% | |
| 2012 | 21 | 2.8% | |
| 2011 | 19 | 2.6% | |
| 2010 | 32 | 4.3% | |
| 2009 | 6 | 0.8% |
Type of ownership
Categorical
| Distinct count | 11 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| Company - Private | |
|---|---|
| Company - Public | |
| Nonprofit Organization | 55 |
| Subsidiary or Business Segment | 34 |
| Government | 15 |
| Other values (6) | 35 |
| Value | Count | Frequency (%) | |
| Company - Private | 410 | 55.3% | |
| Company - Public | 193 | 26.0% | |
| Nonprofit Organization | 55 | 7.4% | |
| Subsidiary or Business Segment | 34 | 4.6% | |
| Government | 15 | 2.0% | |
| Hospital | 15 | 2.0% | |
| College / University | 13 | 1.8% | |
| Other Organization | 3 | 0.4% | |
| School / School District | 2 | 0.3% | |
| -1 | 1 | 0.1% | |
| Unknown | 1 | 0.1% |
Length
| Max length | 30 |
|---|---|
| Median length | 17 |
| Mean length | 17.4245283 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1398 | 10.8% | ||
| a | 1178 | 9.1% | |
| i | 921 | 7.1% | |
| n | 888 | 6.9% | |
| o | 857 | 6.6% | |
| p | 673 | 5.2% | |
| m | 652 | 5.0% | |
| y | 650 | 5.0% | |
| r | 624 | 4.8% | |
| C | 616 | 4.8% | |
| t | 607 | 4.7% | |
| - | 604 | 4.7% | |
| P | 603 | 4.7% | |
| e | 584 | 4.5% | |
| v | 438 | 3.4% | |
| u | 261 | 2.0% | |
| l | 238 | 1.8% | |
| b | 227 | 1.8% | |
| c | 199 | 1.5% | |
| s | 166 | 1.3% | |
| g | 105 | 0.8% | |
| S | 72 | 0.6% | |
| O | 61 | 0.5% | |
| z | 58 | 0.4% | |
| N | 55 | 0.4% | |
| Other values (12) | 194 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 9424 | 72.9% | |
| Uppercase Letter | 1487 | 11.5% | |
| Space Separator | 1398 | 10.8% | |
| Dash Punctuation | 604 | 4.7% | |
| Other Punctuation | 15 | 0.1% | |
| Decimal Number | 1 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 616 | 41.4% | |
| P | 603 | 40.6% | |
| S | 72 | 4.8% | |
| O | 61 | 4.1% | |
| N | 55 | 3.7% | |
| B | 34 | 2.3% | |
| G | 15 | 1.0% | |
| H | 15 | 1.0% | |
| U | 14 | 0.9% | |
| D | 2 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 1178 | 12.5% | |
| i | 921 | 9.8% | |
| n | 888 | 9.4% | |
| o | 857 | 9.1% | |
| p | 673 | 7.1% | |
| m | 652 | 6.9% | |
| y | 650 | 6.9% | |
| r | 624 | 6.6% | |
| t | 607 | 6.4% | |
| e | 584 | 6.2% | |
| v | 438 | 4.6% | |
| u | 261 | 2.8% | |
| l | 238 | 2.5% | |
| b | 227 | 2.4% | |
| c | 199 | 2.1% | |
| s | 166 | 1.8% | |
| g | 105 | 1.1% | |
| z | 58 | 0.6% | |
| f | 55 | 0.6% | |
| d | 34 | 0.4% | |
| h | 7 | 0.1% | |
| k | 1 | < 0.1% | |
| w | 1 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1398 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 604 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 15 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 10911 | 84.4% | |
| Common | 2018 | 15.6% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 1178 | 10.8% | |
| i | 921 | 8.4% | |
| n | 888 | 8.1% | |
| o | 857 | 7.9% | |
| p | 673 | 6.2% | |
| m | 652 | 6.0% | |
| y | 650 | 6.0% | |
| r | 624 | 5.7% | |
| C | 616 | 5.6% | |
| t | 607 | 5.6% | |
| P | 603 | 5.5% | |
| e | 584 | 5.4% | |
| v | 438 | 4.0% | |
| u | 261 | 2.4% | |
| l | 238 | 2.2% | |
| b | 227 | 2.1% | |
| c | 199 | 1.8% | |
| s | 166 | 1.5% | |
| g | 105 | 1.0% | |
| S | 72 | 0.7% | |
| O | 61 | 0.6% | |
| z | 58 | 0.5% | |
| N | 55 | 0.5% | |
| f | 55 | 0.5% | |
| d | 34 | 0.3% | |
| Other values (8) | 89 | 0.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1398 | 69.3% | ||
| - | 604 | 29.9% | |
| / | 15 | 0.7% | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 12929 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1398 | 10.8% | ||
| a | 1178 | 9.1% | |
| i | 921 | 7.1% | |
| n | 888 | 6.9% | |
| o | 857 | 6.6% | |
| p | 673 | 5.2% | |
| m | 652 | 5.0% | |
| y | 650 | 5.0% | |
| r | 624 | 4.8% | |
| C | 616 | 4.8% | |
| t | 607 | 4.7% | |
| - | 604 | 4.7% | |
| P | 603 | 4.7% | |
| e | 584 | 4.5% | |
| v | 438 | 3.4% | |
| u | 261 | 2.0% | |
| l | 238 | 1.8% | |
| b | 227 | 1.8% | |
| c | 199 | 1.5% | |
| s | 166 | 1.3% | |
| g | 105 | 0.8% | |
| S | 72 | 0.6% | |
| O | 61 | 0.5% | |
| z | 58 | 0.4% | |
| N | 55 | 0.4% | |
| Other values (12) | 194 | 1.5% |
| Distinct count | 60 |
|---|---|
| Unique (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| Biotech & Pharmaceuticals | |
|---|---|
| Insurance Carriers | 63 |
| Computer Hardware & Software | 59 |
| IT Services | 50 |
| Health Care Services & Hospitals | 49 |
| Other values (55) |
| Value | Count | Frequency (%) | |
| Biotech & Pharmaceuticals | 112 | 15.1% | |
| Insurance Carriers | 63 | 8.5% | |
| Computer Hardware & Software | 59 | 8.0% | |
| IT Services | 50 | 6.7% | |
| Health Care Services & Hospitals | 49 | 6.6% | |
| Enterprise Software & Network Solutions | 42 | 5.7% | |
| Internet | 29 | 3.9% | |
| Consulting | 29 | 3.9% | |
| Advertising & Marketing | 25 | 3.4% | |
| Aerospace & Defense | 25 | 3.4% | |
| Consumer Products Manufacturing | 20 | 2.7% | |
| Research & Development | 19 | 2.6% | |
| Colleges & Universities | 16 | 2.2% | |
| Energy | 14 | 1.9% | |
| Banks & Credit Unions | 12 | 1.6% | |
| Federal Agencies | 11 | 1.5% | |
| Staffing & Outsourcing | 10 | 1.3% | |
| -1 | 10 | 1.3% | |
| Real Estate | 8 | 1.1% | |
| Travel Agencies | 8 | 1.1% | |
| Food & Beverage Manufacturing | 8 | 1.1% | |
| Lending | 8 | 1.1% | |
| Financial Analytics & Research | 8 | 1.1% | |
| Security Services | 7 | 0.9% | |
| Department, Clothing, & Shoe Stores | 6 | 0.8% | |
| Other values (35) | 94 | 12.7% |
Length
| Max length | 40 |
|---|---|
| Median length | 23 |
| Mean length | 21.9083558 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 1784 | 11.0% | |
| 1406 | 8.6% | ||
| r | 1340 | 8.2% | |
| a | 1218 | 7.5% | |
| t | 1048 | 6.4% | |
| i | 982 | 6.0% | |
| s | 969 | 6.0% | |
| n | 848 | 5.2% | |
| c | 763 | 4.7% | |
| o | 746 | 4.6% | |
| u | 501 | 3.1% | |
| l | 435 | 2.7% | |
| & | 416 | 2.6% | |
| h | 329 | 2.0% | |
| S | 313 | 1.9% | |
| g | 276 | 1.7% | |
| C | 267 | 1.6% | |
| m | 253 | 1.6% | |
| p | 217 | 1.3% | |
| w | 204 | 1.3% | |
| v | 201 | 1.2% | |
| f | 182 | 1.1% | |
| d | 166 | 1.0% | |
| H | 159 | 1.0% | |
| I | 157 | 1.0% | |
| Other values (27) | 1076 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 12614 | 77.6% | |
| Uppercase Letter | 1774 | 10.9% | |
| Space Separator | 1406 | 8.6% | |
| Other Punctuation | 430 | 2.6% | |
| Decimal Number | 18 | 0.1% | |
| Dash Punctuation | 14 | 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 313 | 17.6% | |
| C | 267 | 15.1% | |
| H | 159 | 9.0% | |
| I | 157 | 8.9% | |
| B | 151 | 8.5% | |
| P | 143 | 8.1% | |
| A | 98 | 5.5% | |
| E | 79 | 4.5% | |
| T | 78 | 4.4% | |
| M | 73 | 4.1% | |
| D | 51 | 2.9% | |
| R | 45 | 2.5% | |
| N | 44 | 2.5% | |
| F | 33 | 1.9% | |
| U | 28 | 1.6% | |
| O | 17 | 1.0% | |
| G | 14 | 0.8% | |
| L | 12 | 0.7% | |
| V | 5 | 0.3% | |
| K | 4 | 0.2% | |
| W | 3 | 0.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 1784 | 14.1% | |
| r | 1340 | 10.6% | |
| a | 1218 | 9.7% | |
| t | 1048 | 8.3% | |
| i | 982 | 7.8% | |
| s | 969 | 7.7% | |
| n | 848 | 6.7% | |
| c | 763 | 6.0% | |
| o | 746 | 5.9% | |
| u | 501 | 4.0% | |
| l | 435 | 3.4% | |
| h | 329 | 2.6% | |
| g | 276 | 2.2% | |
| m | 253 | 2.0% | |
| p | 217 | 1.7% | |
| w | 204 | 1.6% | |
| v | 201 | 1.6% | |
| f | 182 | 1.4% | |
| d | 166 | 1.3% | |
| k | 100 | 0.8% | |
| y | 35 | 0.3% | |
| b | 7 | 0.1% | |
| z | 6 | < 0.1% | |
| x | 3 | < 0.1% | |
| q | 1 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1406 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| & | 416 | 96.7% | |
| , | 14 | 3.3% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 14 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 14 | 77.8% | |
| 2 | 4 | 22.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 14388 | 88.5% | |
| Common | 1868 | 11.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 1784 | 12.4% | |
| r | 1340 | 9.3% | |
| a | 1218 | 8.5% | |
| t | 1048 | 7.3% | |
| i | 982 | 6.8% | |
| s | 969 | 6.7% | |
| n | 848 | 5.9% | |
| c | 763 | 5.3% | |
| o | 746 | 5.2% | |
| u | 501 | 3.5% | |
| l | 435 | 3.0% | |
| h | 329 | 2.3% | |
| S | 313 | 2.2% | |
| g | 276 | 1.9% | |
| C | 267 | 1.9% | |
| m | 253 | 1.8% | |
| p | 217 | 1.5% | |
| w | 204 | 1.4% | |
| v | 201 | 1.4% | |
| f | 182 | 1.3% | |
| d | 166 | 1.2% | |
| H | 159 | 1.1% | |
| I | 157 | 1.1% | |
| B | 151 | 1.0% | |
| P | 143 | 1.0% | |
| Other values (21) | 736 | 5.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1406 | 75.3% | ||
| & | 416 | 22.3% | |
| , | 14 | 0.7% | |
| - | 14 | 0.7% | |
| 1 | 14 | 0.7% | |
| 2 | 4 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 16256 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 1784 | 11.0% | |
| 1406 | 8.6% | ||
| r | 1340 | 8.2% | |
| a | 1218 | 7.5% | |
| t | 1048 | 6.4% | |
| i | 982 | 6.0% | |
| s | 969 | 6.0% | |
| n | 848 | 5.2% | |
| c | 763 | 4.7% | |
| o | 746 | 4.6% | |
| u | 501 | 3.1% | |
| l | 435 | 2.7% | |
| & | 416 | 2.6% | |
| h | 329 | 2.0% | |
| S | 313 | 1.9% | |
| g | 276 | 1.7% | |
| C | 267 | 1.6% | |
| m | 253 | 1.6% | |
| p | 217 | 1.3% | |
| w | 204 | 1.3% | |
| v | 201 | 1.2% | |
| f | 182 | 1.1% | |
| d | 166 | 1.0% | |
| H | 159 | 1.0% | |
| I | 157 | 1.0% | |
| Other values (27) | 1076 | 6.6% |
| Distinct count | 25 |
|---|---|
| Unique (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| Information Technology | |
|---|---|
| Biotech & Pharmaceuticals | |
| Business Services | |
| Insurance | |
| Health Care | |
| Other values (20) |
| Value | Count | Frequency (%) | |
| Information Technology | 180 | 24.3% | |
| Biotech & Pharmaceuticals | 112 | 15.1% | |
| Business Services | 97 | 13.1% | |
| Insurance | 69 | 9.3% | |
| Health Care | 49 | 6.6% | |
| Finance | 42 | 5.7% | |
| Manufacturing | 34 | 4.6% | |
| Aerospace & Defense | 25 | 3.4% | |
| Education | 23 | 3.1% | |
| Retail | 15 | 2.0% | |
| Oil, Gas, Energy & Utilities | 14 | 1.9% | |
| Government | 11 | 1.5% | |
| -1 | 10 | 1.3% | |
| Non-Profit | 9 | 1.2% | |
| Real Estate | 8 | 1.1% | |
| Transportation & Logistics | 8 | 1.1% | |
| Travel & Tourism | 8 | 1.1% | |
| Media | 6 | 0.8% | |
| Telecommunications | 6 | 0.8% | |
| Arts, Entertainment & Recreation | 4 | 0.5% | |
| Consumer Services | 4 | 0.5% | |
| Mining & Metals | 3 | 0.4% | |
| Construction, Repair & Maintenance | 3 | 0.4% | |
| Accounting & Legal | 1 | 0.1% | |
| Agriculture & Forestry | 1 | 0.1% |
Length
| Max length | 34 |
|---|---|
| Median length | 17 |
| Mean length | 17.02695418 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 1179 | 9.3% | |
| n | 1091 | 8.6% | |
| o | 969 | 7.7% | |
| a | 943 | 7.5% | |
| i | 856 | 6.8% | |
| c | 843 | 6.7% | |
| 731 | 5.8% | ||
| s | 712 | 5.6% | |
| r | 662 | 5.2% | |
| t | 654 | 5.2% | |
| h | 453 | 3.6% | |
| l | 411 | 3.3% | |
| u | 393 | 3.1% | |
| m | 331 | 2.6% | |
| I | 249 | 2.0% | |
| f | 248 | 2.0% | |
| g | 242 | 1.9% | |
| T | 210 | 1.7% | |
| B | 209 | 1.7% | |
| y | 195 | 1.5% | |
| & | 179 | 1.4% | |
| P | 121 | 1.0% | |
| v | 120 | 0.9% | |
| S | 101 | 0.8% | |
| C | 56 | 0.4% | |
| Other values (17) | 476 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 10367 | 82.1% | |
| Uppercase Letter | 1293 | 10.2% | |
| Space Separator | 731 | 5.8% | |
| Other Punctuation | 214 | 1.7% | |
| Dash Punctuation | 19 | 0.2% | |
| Decimal Number | 10 | 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| I | 249 | 19.3% | |
| T | 210 | 16.2% | |
| B | 209 | 16.2% | |
| P | 121 | 9.4% | |
| S | 101 | 7.8% | |
| C | 56 | 4.3% | |
| H | 49 | 3.8% | |
| E | 49 | 3.8% | |
| M | 49 | 3.8% | |
| F | 43 | 3.3% | |
| A | 31 | 2.4% | |
| R | 30 | 2.3% | |
| D | 25 | 1.9% | |
| G | 25 | 1.9% | |
| O | 14 | 1.1% | |
| U | 14 | 1.1% | |
| L | 9 | 0.7% | |
| N | 9 | 0.7% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 1179 | 11.4% | |
| n | 1091 | 10.5% | |
| o | 969 | 9.3% | |
| a | 943 | 9.1% | |
| i | 856 | 8.3% | |
| c | 843 | 8.1% | |
| s | 712 | 6.9% | |
| r | 662 | 6.4% | |
| t | 654 | 6.3% | |
| h | 453 | 4.4% | |
| l | 411 | 4.0% | |
| u | 393 | 3.8% | |
| m | 331 | 3.2% | |
| f | 248 | 2.4% | |
| g | 242 | 2.3% | |
| y | 195 | 1.9% | |
| v | 120 | 1.2% | |
| p | 36 | 0.3% | |
| d | 29 | 0.3% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 731 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| & | 179 | 83.6% | |
| , | 35 | 16.4% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 19 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 10 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 11660 | 92.3% | |
| Common | 974 | 7.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 1179 | 10.1% | |
| n | 1091 | 9.4% | |
| o | 969 | 8.3% | |
| a | 943 | 8.1% | |
| i | 856 | 7.3% | |
| c | 843 | 7.2% | |
| s | 712 | 6.1% | |
| r | 662 | 5.7% | |
| t | 654 | 5.6% | |
| h | 453 | 3.9% | |
| l | 411 | 3.5% | |
| u | 393 | 3.4% | |
| m | 331 | 2.8% | |
| I | 249 | 2.1% | |
| f | 248 | 2.1% | |
| g | 242 | 2.1% | |
| T | 210 | 1.8% | |
| B | 209 | 1.8% | |
| y | 195 | 1.7% | |
| P | 121 | 1.0% | |
| v | 120 | 1.0% | |
| S | 101 | 0.9% | |
| C | 56 | 0.5% | |
| H | 49 | 0.4% | |
| E | 49 | 0.4% | |
| Other values (12) | 314 | 2.7% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 731 | 75.1% | ||
| & | 179 | 18.4% | |
| , | 35 | 3.6% | |
| - | 19 | 2.0% | |
| 1 | 10 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 12634 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 1179 | 9.3% | |
| n | 1091 | 8.6% | |
| o | 969 | 7.7% | |
| a | 943 | 7.5% | |
| i | 856 | 6.8% | |
| c | 843 | 6.7% | |
| 731 | 5.8% | ||
| s | 712 | 5.6% | |
| r | 662 | 5.2% | |
| t | 654 | 5.2% | |
| h | 453 | 3.6% | |
| l | 411 | 3.3% | |
| u | 393 | 3.1% | |
| m | 331 | 2.6% | |
| I | 249 | 2.0% | |
| f | 248 | 2.0% | |
| g | 242 | 1.9% | |
| T | 210 | 1.7% | |
| B | 209 | 1.7% | |
| y | 195 | 1.5% | |
| & | 179 | 1.4% | |
| P | 121 | 1.0% | |
| v | 120 | 0.9% | |
| S | 101 | 0.8% | |
| C | 56 | 0.4% | |
| Other values (17) | 476 | 3.8% |
Revenue
Categorical
| Distinct count | 14 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| Unknown / Non-Applicable | |
|---|---|
| $10+ billion (USD) | |
| $100 to $500 million (USD) | |
| $1 to $2 billion (USD) | |
| $500 million to $1 billion (USD) | |
| Other values (9) |
| Value | Count | Frequency (%) | |
| Unknown / Non-Applicable | 203 | 27.4% | |
| $10+ billion (USD) | 124 | 16.7% | |
| $100 to $500 million (USD) | 91 | 12.3% | |
| $1 to $2 billion (USD) | 60 | 8.1% | |
| $500 million to $1 billion (USD) | 57 | 7.7% | |
| $50 to $100 million (USD) | 46 | 6.2% | |
| $25 to $50 million (USD) | 40 | 5.4% | |
| $2 to $5 billion (USD) | 39 | 5.3% | |
| $10 to $25 million (USD) | 32 | 4.3% | |
| $5 to $10 billion (USD) | 19 | 2.6% | |
| $5 to $10 million (USD) | 18 | 2.4% | |
| $1 to $5 million (USD) | 8 | 1.1% | |
| Less than $1 million (USD) | 4 | 0.5% | |
| -1 | 1 | 0.1% |
Length
| Max length | 32 |
|---|---|
| Median length | 24 |
| Mean length | 23.56199461 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2367 | 13.5% | ||
| l | 1596 | 9.1% | |
| o | 1411 | 8.1% | |
| n | 1411 | 8.1% | |
| i | 1393 | 8.0% | |
| $ | 948 | 5.4% | |
| 0 | 849 | 4.9% | |
| U | 741 | 4.2% | |
| ( | 538 | 3.1% | |
| S | 538 | 3.1% | |
| D | 538 | 3.1% | |
| ) | 538 | 3.1% | |
| b | 502 | 2.9% | |
| 1 | 460 | 2.6% | |
| t | 414 | 2.4% | |
| p | 406 | 2.3% | |
| 5 | 390 | 2.2% | |
| m | 296 | 1.7% | |
| a | 207 | 1.2% | |
| e | 207 | 1.2% | |
| - | 204 | 1.2% | |
| k | 203 | 1.2% | |
| w | 203 | 1.2% | |
| / | 203 | 1.2% | |
| N | 203 | 1.2% | |
| Other values (7) | 717 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 8464 | 48.4% | |
| Space Separator | 2367 | 13.5% | |
| Uppercase Letter | 2227 | 12.7% | |
| Decimal Number | 1870 | 10.7% | |
| Currency Symbol | 948 | 5.4% | |
| Open Punctuation | 538 | 3.1% | |
| Close Punctuation | 538 | 3.1% | |
| Dash Punctuation | 204 | 1.2% | |
| Other Punctuation | 203 | 1.2% | |
| Math Symbol | 124 | 0.7% |
Most frequent Currency Symbol characters
| Value | Count | Frequency (%) | |
| $ | 948 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 849 | 45.4% | |
| 1 | 460 | 24.6% | |
| 5 | 390 | 20.9% | |
| 2 | 171 | 9.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 2367 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| l | 1596 | 18.9% | |
| o | 1411 | 16.7% | |
| n | 1411 | 16.7% | |
| i | 1393 | 16.5% | |
| b | 502 | 5.9% | |
| t | 414 | 4.9% | |
| p | 406 | 4.8% | |
| m | 296 | 3.5% | |
| a | 207 | 2.4% | |
| e | 207 | 2.4% | |
| k | 203 | 2.4% | |
| w | 203 | 2.4% | |
| c | 203 | 2.4% | |
| s | 8 | 0.1% | |
| h | 4 | < 0.1% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 538 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| U | 741 | 33.3% | |
| S | 538 | 24.2% | |
| D | 538 | 24.2% | |
| N | 203 | 9.1% | |
| A | 203 | 9.1% | |
| L | 4 | 0.2% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 538 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 203 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 204 | 100.0% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| + | 124 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 10691 | 61.2% | |
| Common | 6792 | 38.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2367 | 34.8% | ||
| $ | 948 | 14.0% | |
| 0 | 849 | 12.5% | |
| ( | 538 | 7.9% | |
| ) | 538 | 7.9% | |
| 1 | 460 | 6.8% | |
| 5 | 390 | 5.7% | |
| - | 204 | 3.0% | |
| / | 203 | 3.0% | |
| 2 | 171 | 2.5% | |
| + | 124 | 1.8% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| l | 1596 | 14.9% | |
| o | 1411 | 13.2% | |
| n | 1411 | 13.2% | |
| i | 1393 | 13.0% | |
| U | 741 | 6.9% | |
| S | 538 | 5.0% | |
| D | 538 | 5.0% | |
| b | 502 | 4.7% | |
| t | 414 | 3.9% | |
| p | 406 | 3.8% | |
| m | 296 | 2.8% | |
| a | 207 | 1.9% | |
| e | 207 | 1.9% | |
| k | 203 | 1.9% | |
| w | 203 | 1.9% | |
| N | 203 | 1.9% | |
| A | 203 | 1.9% | |
| c | 203 | 1.9% | |
| s | 8 | 0.1% | |
| L | 4 | < 0.1% | |
| h | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 17483 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2367 | 13.5% | ||
| l | 1596 | 9.1% | |
| o | 1411 | 8.1% | |
| n | 1411 | 8.1% | |
| i | 1393 | 8.0% | |
| $ | 948 | 5.4% | |
| 0 | 849 | 4.9% | |
| U | 741 | 4.2% | |
| ( | 538 | 3.1% | |
| S | 538 | 3.1% | |
| D | 538 | 3.1% | |
| ) | 538 | 3.1% | |
| b | 502 | 2.9% | |
| 1 | 460 | 2.6% | |
| t | 414 | 2.4% | |
| p | 406 | 2.3% | |
| 5 | 390 | 2.2% | |
| m | 296 | 1.7% | |
| a | 207 | 1.2% | |
| e | 207 | 1.2% | |
| - | 204 | 1.2% | |
| k | 203 | 1.2% | |
| w | 203 | 1.2% | |
| / | 203 | 1.2% | |
| N | 203 | 1.2% | |
| Other values (7) | 717 | 4.1% |
| Distinct count | 128 |
|---|---|
| Unique (%) | 17.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| -1 | |
|---|---|
| Novartis, Baxter, Pfizer | 14 |
| Oak Ridge National Laboratory, National Renewable Energy Lab, Los Alamos National Laboratory | 12 |
| Travelers, Allstate, State Farm | 10 |
| Roche, GlaxoSmithKline, Novartis | 9 |
| Other values (123) |
| Value | Count | Frequency (%) | |
| -1 | 460 | 62.0% | |
| Novartis, Baxter, Pfizer | 14 | 1.9% | |
| Oak Ridge National Laboratory, National Renewable Energy Lab, Los Alamos National Laboratory | 12 | 1.6% | |
| Travelers, Allstate, State Farm | 10 | 1.3% | |
| Roche, GlaxoSmithKline, Novartis | 9 | 1.2% | |
| Battelle, General Atomics, SAIC | 8 | 1.1% | |
| Expedia Group, Orbitz Worldwide, Priceline.com | 7 | 0.9% | |
| Pitney Bowes | 6 | 0.8% | |
| Leidos, CACI International, Booz Allen Hamilton | 6 | 0.8% | |
| FLURRY, Chartboost | 6 | 0.8% | |
| Shire, GlaxoSmithKline, Allergan | 5 | 0.7% | |
| Pfizer, AstraZeneca, Merck | 4 | 0.5% | |
| TravelCenters of America, Love's Travel Stops & Country Stores, Wawa | 4 | 0.5% | |
| UDR, AvalonBay Communities, Essex Property Trust | 3 | 0.4% | |
| Munich Re, Hannover RE, SCOR | 3 | 0.4% | |
| Tata Consultancy Services, Accenture, Cognizant Technology Solutions | 3 | 0.4% | |
| See Tickets, TicketWeb, Vendini | 3 | 0.4% | |
| Los Alamos National Laboratory, Battelle, SRI International | 3 | 0.4% | |
| American Express, Mastercard, Discover | 3 | 0.4% | |
| BioMarin Pharmaceutical, Sangamo Therapeutics, bluebird bio | 3 | 0.4% | |
| Seagate Technology, Toshiba | 3 | 0.4% | |
| Credit Karma, LendUp, SoFi | 3 | 0.4% | |
| ManTech, Booz Allen Hamilton, Leidos | 3 | 0.4% | |
| Nationstar Mortgage, Caliber Funding, Quicken Loans | 3 | 0.4% | |
| C.H. Robinson, Total Quality Logistics, Coyote Logistics | 3 | 0.4% | |
| Other values (103) | 155 | 20.9% |
Length
| Max length | 92 |
|---|---|
| Median length | 2 |
| Mean length | 15.97439353 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1064 | 9.0% | ||
| e | 940 | 7.9% | |
| a | 822 | 6.9% | |
| o | 672 | 5.7% | |
| t | 654 | 5.5% | |
| r | 634 | 5.3% | |
| i | 626 | 5.3% | |
| n | 557 | 4.7% | |
| , | 500 | 4.2% | |
| l | 490 | 4.1% | |
| - | 467 | 3.9% | |
| 1 | 460 | 3.9% | |
| s | 400 | 3.4% | |
| c | 289 | 2.4% | |
| m | 201 | 1.7% | |
| h | 181 | 1.5% | |
| u | 160 | 1.3% | |
| d | 159 | 1.3% | |
| A | 156 | 1.3% | |
| S | 156 | 1.3% | |
| C | 144 | 1.2% | |
| y | 143 | 1.2% | |
| b | 122 | 1.0% | |
| g | 120 | 1.0% | |
| N | 118 | 1.0% | |
| Other values (38) | 1618 | 13.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 7627 | 64.3% | |
| Uppercase Letter | 1682 | 14.2% | |
| Space Separator | 1064 | 9.0% | |
| Other Punctuation | 541 | 4.6% | |
| Dash Punctuation | 467 | 3.9% | |
| Decimal Number | 462 | 3.9% | |
| Math Symbol | 4 | < 0.1% | |
| Open Punctuation | 3 | < 0.1% | |
| Close Punctuation | 3 | < 0.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 467 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 460 | 99.6% | |
| 9 | 2 | 0.4% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 156 | 9.3% | |
| S | 156 | 9.3% | |
| C | 144 | 8.6% | |
| N | 118 | 7.0% | |
| L | 113 | 6.7% | |
| T | 99 | 5.9% | |
| R | 94 | 5.6% | |
| B | 86 | 5.1% | |
| I | 86 | 5.1% | |
| M | 74 | 4.4% | |
| P | 70 | 4.2% | |
| G | 70 | 4.2% | |
| H | 66 | 3.9% | |
| E | 62 | 3.7% | |
| F | 53 | 3.2% | |
| O | 50 | 3.0% | |
| D | 46 | 2.7% | |
| U | 33 | 2.0% | |
| K | 31 | 1.8% | |
| W | 26 | 1.5% | |
| Y | 14 | 0.8% | |
| Z | 9 | 0.5% | |
| Q | 8 | 0.5% | |
| V | 7 | 0.4% | |
| J | 6 | 0.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 940 | 12.3% | |
| a | 822 | 10.8% | |
| o | 672 | 8.8% | |
| t | 654 | 8.6% | |
| r | 634 | 8.3% | |
| i | 626 | 8.2% | |
| n | 557 | 7.3% | |
| l | 490 | 6.4% | |
| s | 400 | 5.2% | |
| c | 289 | 3.8% | |
| m | 201 | 2.6% | |
| h | 181 | 2.4% | |
| u | 160 | 2.1% | |
| d | 159 | 2.1% | |
| y | 143 | 1.9% | |
| b | 122 | 1.6% | |
| g | 120 | 1.6% | |
| v | 86 | 1.1% | |
| p | 75 | 1.0% | |
| k | 68 | 0.9% | |
| f | 63 | 0.8% | |
| z | 57 | 0.7% | |
| x | 53 | 0.7% | |
| w | 45 | 0.6% | |
| q | 10 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1064 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 500 | 92.4% | |
| . | 19 | 3.5% | |
| & | 13 | 2.4% | |
| ' | 9 | 1.7% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| + | 2 | 50.0% | |
| | | 2 | 50.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 3 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 3 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 9309 | 78.5% | |
| Common | 2544 | 21.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1064 | 41.8% | ||
| , | 500 | 19.7% | |
| - | 467 | 18.4% | |
| 1 | 460 | 18.1% | |
| . | 19 | 0.7% | |
| & | 13 | 0.5% | |
| ' | 9 | 0.4% | |
| ( | 3 | 0.1% | |
| ) | 3 | 0.1% | |
| + | 2 | 0.1% | |
| 9 | 2 | 0.1% | |
| | | 2 | 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 940 | 10.1% | |
| a | 822 | 8.8% | |
| o | 672 | 7.2% | |
| t | 654 | 7.0% | |
| r | 634 | 6.8% | |
| i | 626 | 6.7% | |
| n | 557 | 6.0% | |
| l | 490 | 5.3% | |
| s | 400 | 4.3% | |
| c | 289 | 3.1% | |
| m | 201 | 2.2% | |
| h | 181 | 1.9% | |
| u | 160 | 1.7% | |
| d | 159 | 1.7% | |
| A | 156 | 1.7% | |
| S | 156 | 1.7% | |
| C | 144 | 1.5% | |
| y | 143 | 1.5% | |
| b | 122 | 1.3% | |
| g | 120 | 1.3% | |
| N | 118 | 1.3% | |
| L | 113 | 1.2% | |
| T | 99 | 1.1% | |
| R | 94 | 1.0% | |
| v | 86 | 0.9% | |
| Other values (26) | 1173 | 12.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 11853 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1064 | 9.0% | ||
| e | 940 | 7.9% | |
| a | 822 | 6.9% | |
| o | 672 | 5.7% | |
| t | 654 | 5.5% | |
| r | 634 | 5.3% | |
| i | 626 | 5.3% | |
| n | 557 | 4.7% | |
| , | 500 | 4.2% | |
| l | 490 | 4.1% | |
| - | 467 | 3.9% | |
| 1 | 460 | 3.9% | |
| s | 400 | 3.4% | |
| c | 289 | 2.4% | |
| m | 201 | 1.7% | |
| h | 181 | 1.5% | |
| u | 160 | 1.3% | |
| d | 159 | 1.3% | |
| A | 156 | 1.3% | |
| S | 156 | 1.3% | |
| C | 144 | 1.2% | |
| y | 143 | 1.2% | |
| b | 122 | 1.0% | |
| g | 120 | 1.0% | |
| N | 118 | 1.0% | |
| Other values (38) | 1618 | 13.7% |
hourly
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| Value | Count | Frequency (%) | |
| 0 | 718 | 96.8% | |
| 1 | 24 | 3.2% |
employer_provided
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 0 | |
|---|---|
| 1 | 17 |
| Value | Count | Frequency (%) | |
| 0 | 725 | 97.7% | |
| 1 | 17 | 2.3% |
| Distinct count | 119 |
|---|---|
| Unique (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.06873315363882 |
|---|---|
| Minimum | 10 |
| Maximum | 202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 52 |
| median | 69.5 |
| Q3 | 91 |
| 95-th percentile | 127 |
| Maximum | 202 |
| Range | 192 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 31.86928207 |
|---|---|
| Coefficient of variation (CV) | 0.4302663312 |
| Kurtosis | 1.728415099 |
| Mean | 74.06873315 |
| Median Absolute Deviation (MAD) | 19.5 |
| Skewness | 0.9632862889 |
| Sum | 54959 |
| Variance | 1015.65114 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 65 | 20 | 2.7% | |
| 80 | 18 | 2.4% | |
| 61 | 18 | 2.4% | |
| 81 | 17 | 2.3% | |
| 63 | 16 | 2.2% | |
| 74 | 16 | 2.2% | |
| 86 | 15 | 2.0% | |
| 56 | 15 | 2.0% | |
| 52 | 15 | 2.0% | |
| 49 | 15 | 2.0% | |
| 60 | 15 | 2.0% | |
| 43 | 14 | 1.9% | |
| 54 | 14 | 1.9% | |
| 42 | 14 | 1.9% | |
| 71 | 13 | 1.8% | |
| 44 | 12 | 1.6% | |
| 68 | 11 | 1.5% | |
| 100 | 11 | 1.5% | |
| 110 | 11 | 1.5% | |
| 50 | 10 | 1.3% | |
| 83 | 10 | 1.3% | |
| 39 | 10 | 1.3% | |
| 76 | 10 | 1.3% | |
| 75 | 10 | 1.3% | |
| 64 | 10 | 1.3% | |
| Other values (94) | 402 | 54.2% |
| Value | Count | Frequency (%) | |
| 10 | 2 | 0.3% | |
| 15 | 2 | 0.3% | |
| 17 | 2 | 0.3% | |
| 18 | 4 | 0.5% | |
| 20 | 1 | 0.1% | |
| 21 | 8 | 1.1% | |
| 24 | 3 | 0.4% | |
| 25 | 3 | 0.4% | |
| 26 | 1 | 0.1% | |
| 27 | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| 202 | 3 | 0.4% | |
| 200 | 3 | 0.4% | |
| 190 | 3 | 0.4% | |
| 176 | 1 | 0.1% | |
| 171 | 1 | 0.1% | |
| 158 | 2 | 0.3% | |
| 150 | 7 | 0.9% | |
| 139 | 3 | 0.4% | |
| 138 | 3 | 0.4% | |
| 136 | 1 | 0.1% |
| Distinct count | 163 |
|---|---|
| Unique (%) | 22.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.18328840970351 |
|---|---|
| Minimum | 16 |
| Maximum | 306 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 59.1 |
| Q1 | 96 |
| median | 124 |
| Q3 | 155 |
| 95-th percentile | 208 |
| Maximum | 306 |
| Range | 290 |
| Interquartile range (IQR) | 59 |
Descriptive statistics
| Standard deviation | 46.90900648 |
|---|---|
| Coefficient of variation (CV) | 0.3688299545 |
| Kurtosis | 0.6089039058 |
| Mean | 127.1832884 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 0.4313542674 |
| Sum | 94370 |
| Variance | 2200.454889 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 140 | 16 | 2.2% | |
| 119 | 15 | 2.0% | |
| 124 | 15 | 2.0% | |
| 110 | 15 | 2.0% | |
| 127 | 13 | 1.8% | |
| 113 | 13 | 1.8% | |
| 86 | 12 | 1.6% | |
| 101 | 12 | 1.6% | |
| 173 | 12 | 1.6% | |
| 85 | 11 | 1.5% | |
| 139 | 11 | 1.5% | |
| 62 | 10 | 1.3% | |
| 142 | 10 | 1.3% | |
| 160 | 10 | 1.3% | |
| 134 | 10 | 1.3% | |
| 112 | 9 | 1.2% | |
| 123 | 9 | 1.2% | |
| 133 | 9 | 1.2% | |
| 99 | 9 | 1.2% | |
| 97 | 9 | 1.2% | |
| 149 | 8 | 1.1% | |
| 143 | 8 | 1.1% | |
| 105 | 8 | 1.1% | |
| 129 | 8 | 1.1% | |
| 132 | 8 | 1.1% | |
| Other values (138) | 472 | 63.6% |
| Value | Count | Frequency (%) | |
| 16 | 1 | 0.1% | |
| 17 | 2 | 0.3% | |
| 24 | 2 | 0.3% | |
| 25 | 5 | 0.7% | |
| 28 | 3 | 0.4% | |
| 29 | 2 | 0.3% | |
| 34 | 6 | 0.8% | |
| 39 | 4 | 0.5% | |
| 47 | 1 | 0.1% | |
| 48 | 2 | 0.3% |
| Value | Count | Frequency (%) | |
| 306 | 3 | 0.4% | |
| 289 | 1 | 0.1% | |
| 275 | 1 | 0.1% | |
| 272 | 1 | 0.1% | |
| 250 | 2 | 0.3% | |
| 239 | 2 | 0.3% | |
| 238 | 2 | 0.3% | |
| 231 | 1 | 0.1% | |
| 228 | 2 | 0.3% | |
| 224 | 3 | 0.4% |
| Distinct count | 225 |
|---|---|
| Unique (%) | 30.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.62601078167116 |
|---|---|
| Minimum | 13.5 |
| Maximum | 254.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 13.5 |
|---|---|
| 5-th percentile | 45.575 |
| Q1 | 73.5 |
| median | 97.5 |
| Q3 | 122.5 |
| 95-th percentile | 167.5 |
| Maximum | 254 |
| Range | 240.5 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 38.85594816 |
|---|---|
| Coefficient of variation (CV) | 0.3861421898 |
| Kurtosis | 0.8891961858 |
| Mean | 100.6260108 |
| Median Absolute Deviation (MAD) | 24.5 |
| Skewness | 0.6094736593 |
| Sum | 74664.5 |
| Variance | 1509.784707 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 87.5 | 12 | 1.6% | |
| 81 | 11 | 1.5% | |
| 140 | 11 | 1.5% | |
| 84.5 | 10 | 1.3% | |
| 107.5 | 10 | 1.3% | |
| 85 | 10 | 1.3% | |
| 107 | 10 | 1.3% | |
| 120 | 9 | 1.2% | |
| 87 | 9 | 1.2% | |
| 70.5 | 8 | 1.1% | |
| 109 | 8 | 1.1% | |
| 154.5 | 8 | 1.1% | |
| 80.5 | 7 | 0.9% | |
| 121 | 7 | 0.9% | |
| 85.5 | 7 | 0.9% | |
| 62.5 | 7 | 0.9% | |
| 77.5 | 7 | 0.9% | |
| 114.5 | 7 | 0.9% | |
| 76.5 | 7 | 0.9% | |
| 95 | 7 | 0.9% | |
| 61 | 7 | 0.9% | |
| 100 | 7 | 0.9% | |
| 27.5 | 6 | 0.8% | |
| 54 | 6 | 0.8% | |
| 94.5 | 6 | 0.8% | |
| Other values (200) | 538 | 72.5% |
| Value | Count | Frequency (%) | |
| 13.5 | 2 | 0.3% | |
| 15.5 | 1 | 0.1% | |
| 20 | 1 | 0.1% | |
| 20.5 | 2 | 0.3% | |
| 21.5 | 4 | 0.5% | |
| 25 | 2 | 0.3% | |
| 26.5 | 3 | 0.4% | |
| 27.5 | 6 | 0.8% | |
| 29.5 | 1 | 0.1% | |
| 31.5 | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| 254 | 3 | 0.4% | |
| 237.5 | 1 | 0.1% | |
| 232.5 | 1 | 0.1% | |
| 225 | 2 | 0.3% | |
| 221.5 | 1 | 0.1% | |
| 205 | 3 | 0.4% | |
| 194.5 | 2 | 0.3% | |
| 194 | 2 | 0.3% | |
| 184.5 | 2 | 0.3% | |
| 181 | 3 | 0.4% |
| Distinct count | 343 |
|---|---|
| Unique (%) | 46.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| Reynolds American | 14 |
|---|---|
| MassMutual | 14 |
| Takeda Pharmaceuticals | 14 |
| Software Engineering Institute | 11 |
| Liberty Mutual Insurance | 10 |
| Other values (338) |
| Value | Count | Frequency (%) | |
| Reynolds American | 14 | 1.9% | |
| MassMutual | 14 | 1.9% | |
| Takeda Pharmaceuticals | 14 | 1.9% | |
| Software Engineering Institute | 11 | 1.5% | |
| Liberty Mutual Insurance | 10 | 1.3% | |
| PNNL | 10 | 1.3% | |
| AstraZeneca | 9 | 1.2% | |
| MITRE | 8 | 1.1% | |
| Pfizer | 7 | 0.9% | |
| Novartis | 7 | 0.9% | |
| Advanced BioScience Laboratories | 7 | 0.9% | |
| Numeric, LLC | 7 | 0.9% | |
| Fareportal | 7 | 0.9% | |
| Rochester Regional Health | 7 | 0.9% | |
| The Church of Jesus Christ of Latter-day Saints | 6 | 0.8% | |
| Tapjoy | 6 | 0.8% | |
| Q2 Solutions | 6 | 0.8% | |
| Novetta | 6 | 0.8% | |
| Beebe Healthcare | 6 | 0.8% | |
| Kronos Bio | 6 | 0.8% | |
| Esri | 6 | 0.8% | |
| Rubius Therapeutics | 5 | 0.7% | |
| Sunovion | 5 | 0.7% | |
| The Hanover Insurance Group | 5 | 0.7% | |
| Autodesk | 4 | 0.5% | |
| Other values (318) | 549 | 74.0% |
Length
| Max length | 52 |
|---|---|
| Median length | 14 |
| Mean length | 16.22506739 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 1019 | 8.5% | |
| a | 891 | 7.4% | |
| 767 | 6.4% | ||
| 731 | 6.1% | ||
| n | 688 | 5.7% | |
| t | 685 | 5.7% | |
| i | 677 | 5.6% | |
| r | 657 | 5.5% | |
| o | 631 | 5.2% | |
| s | 596 | 5.0% | |
| c | 408 | 3.4% | |
| l | 408 | 3.4% | |
| u | 340 | 2.8% | |
| h | 256 | 2.1% | |
| C | 192 | 1.6% | |
| d | 181 | 1.5% | |
| S | 178 | 1.5% | |
| m | 167 | 1.4% | |
| g | 152 | 1.3% | |
| T | 151 | 1.3% | |
| A | 148 | 1.2% | |
| p | 139 | 1.2% | |
| y | 138 | 1.1% | |
| I | 135 | 1.1% | |
| L | 122 | 1.0% | |
| Other values (46) | 1582 | 13.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 8433 | 70.0% | |
| Uppercase Letter | 1951 | 16.2% | |
| Space Separator | 767 | 6.4% | |
| Control | 731 | 6.1% | |
| Other Punctuation | 81 | 0.7% | |
| Decimal Number | 54 | 0.4% | |
| Dash Punctuation | 18 | 0.1% | |
| Math Symbol | 4 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 192 | 9.8% | |
| S | 178 | 9.1% | |
| T | 151 | 7.7% | |
| A | 148 | 7.6% | |
| I | 135 | 6.9% | |
| L | 122 | 6.3% | |
| M | 117 | 6.0% | |
| P | 111 | 5.7% | |
| R | 109 | 5.6% | |
| E | 94 | 4.8% | |
| N | 87 | 4.5% | |
| H | 80 | 4.1% | |
| B | 77 | 3.9% | |
| G | 65 | 3.3% | |
| F | 54 | 2.8% | |
| D | 36 | 1.8% | |
| O | 32 | 1.6% | |
| V | 29 | 1.5% | |
| U | 24 | 1.2% | |
| K | 24 | 1.2% | |
| W | 21 | 1.1% | |
| Z | 21 | 1.1% | |
| J | 20 | 1.0% | |
| Q | 16 | 0.8% | |
| Y | 5 | 0.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 1019 | 12.1% | |
| a | 891 | 10.6% | |
| n | 688 | 8.2% | |
| t | 685 | 8.1% | |
| i | 677 | 8.0% | |
| r | 657 | 7.8% | |
| o | 631 | 7.5% | |
| s | 596 | 7.1% | |
| c | 408 | 4.8% | |
| l | 408 | 4.8% | |
| u | 340 | 4.0% | |
| h | 256 | 3.0% | |
| d | 181 | 2.1% | |
| m | 167 | 2.0% | |
| g | 152 | 1.8% | |
| p | 139 | 1.6% | |
| y | 138 | 1.6% | |
| v | 87 | 1.0% | |
| f | 84 | 1.0% | |
| b | 76 | 0.9% | |
| k | 53 | 0.6% | |
| w | 47 | 0.6% | |
| x | 20 | 0.2% | |
| z | 17 | 0.2% | |
| j | 9 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 767 | 100.0% |
Most frequent Control characters
| Value | Count | Frequency (%) | |
| 731 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 20 | 37.0% | |
| 0 | 10 | 18.5% | |
| 3 | 7 | 13.0% | |
| 4 | 6 | 11.1% | |
| 1 | 5 | 9.3% | |
| 9 | 2 | 3.7% | |
| 6 | 2 | 3.7% | |
| 7 | 1 | 1.9% | |
| 8 | 1 | 1.9% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 37 | 45.7% | |
| , | 21 | 25.9% | |
| & | 13 | 16.0% | |
| ' | 8 | 9.9% | |
| / | 2 | 2.5% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| < | 2 | 50.0% | |
| > | 2 | 50.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 18 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 10384 | 86.3% | |
| Common | 1655 | 13.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 1019 | 9.8% | |
| a | 891 | 8.6% | |
| n | 688 | 6.6% | |
| t | 685 | 6.6% | |
| i | 677 | 6.5% | |
| r | 657 | 6.3% | |
| o | 631 | 6.1% | |
| s | 596 | 5.7% | |
| c | 408 | 3.9% | |
| l | 408 | 3.9% | |
| u | 340 | 3.3% | |
| h | 256 | 2.5% | |
| C | 192 | 1.8% | |
| d | 181 | 1.7% | |
| S | 178 | 1.7% | |
| m | 167 | 1.6% | |
| g | 152 | 1.5% | |
| T | 151 | 1.5% | |
| A | 148 | 1.4% | |
| p | 139 | 1.3% | |
| y | 138 | 1.3% | |
| I | 135 | 1.3% | |
| L | 122 | 1.2% | |
| M | 117 | 1.1% | |
| P | 111 | 1.1% | |
| Other values (27) | 1197 | 11.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 767 | 46.3% | ||
| 731 | 44.2% | ||
| . | 37 | 2.2% | |
| , | 21 | 1.3% | |
| 2 | 20 | 1.2% | |
| - | 18 | 1.1% | |
| & | 13 | 0.8% | |
| 0 | 10 | 0.6% | |
| ' | 8 | 0.5% | |
| 3 | 7 | 0.4% | |
| 4 | 6 | 0.4% | |
| 1 | 5 | 0.3% | |
| / | 2 | 0.1% | |
| < | 2 | 0.1% | |
| > | 2 | 0.1% | |
| 9 | 2 | 0.1% | |
| 6 | 2 | 0.1% | |
| 7 | 1 | 0.1% | |
| 8 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 12039 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 1019 | 8.5% | |
| a | 891 | 7.4% | |
| 767 | 6.4% | ||
| 731 | 6.1% | ||
| n | 688 | 5.7% | |
| t | 685 | 5.7% | |
| i | 677 | 5.6% | |
| r | 657 | 5.5% | |
| o | 631 | 5.2% | |
| s | 596 | 5.0% | |
| c | 408 | 3.4% | |
| l | 408 | 3.4% | |
| u | 340 | 2.8% | |
| h | 256 | 2.1% | |
| C | 192 | 1.6% | |
| d | 181 | 1.5% | |
| S | 178 | 1.5% | |
| m | 167 | 1.4% | |
| g | 152 | 1.3% | |
| T | 151 | 1.3% | |
| A | 148 | 1.2% | |
| p | 139 | 1.2% | |
| y | 138 | 1.1% | |
| I | 135 | 1.1% | |
| L | 122 | 1.0% | |
| Other values (46) | 1582 | 13.1% |
job_state
Categorical
| Distinct count | 38 |
|---|---|
| Unique (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| CA | |
|---|---|
| MA | |
| NY | |
| VA | 41 |
| IL | 40 |
| Other values (33) |
| Value | Count | Frequency (%) | |
| CA | 151 | 20.4% | |
| MA | 103 | 13.9% | |
| NY | 72 | 9.7% | |
| VA | 41 | 5.5% | |
| IL | 40 | 5.4% | |
| MD | 35 | 4.7% | |
| PA | 33 | 4.4% | |
| TX | 28 | 3.8% | |
| WA | 21 | 2.8% | |
| NC | 21 | 2.8% | |
| NJ | 17 | 2.3% | |
| FL | 16 | 2.2% | |
| OH | 14 | 1.9% | |
| TN | 13 | 1.8% | |
| DC | 11 | 1.5% | |
| CO | 11 | 1.5% | |
| UT | 10 | 1.3% | |
| WI | 10 | 1.3% | |
| IN | 10 | 1.3% | |
| MO | 9 | 1.2% | |
| AZ | 9 | 1.2% | |
| AL | 8 | 1.1% | |
| DE | 6 | 0.8% | |
| MI | 6 | 0.8% | |
| KY | 6 | 0.8% | |
| Other values (13) | 41 | 5.5% |
Length
| Max length | 12 |
|---|---|
| Median length | 3 |
| Mean length | 3.01212938 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 743 | 33.2% | ||
| A | 382 | 17.1% | |
| C | 200 | 8.9% | |
| M | 158 | 7.1% | |
| N | 142 | 6.4% | |
| Y | 78 | 3.5% | |
| I | 74 | 3.3% | |
| L | 69 | 3.1% | |
| T | 56 | 2.5% | |
| D | 54 | 2.4% | |
| V | 41 | 1.8% | |
| O | 38 | 1.7% | |
| P | 33 | 1.5% | |
| W | 31 | 1.4% | |
| X | 28 | 1.3% | |
| J | 17 | 0.8% | |
| F | 16 | 0.7% | |
| H | 14 | 0.6% | |
| E | 10 | 0.4% | |
| U | 10 | 0.4% | |
| K | 9 | 0.4% | |
| Z | 9 | 0.4% | |
| G | 6 | 0.3% | |
| R | 5 | 0.2% | |
| S | 4 | 0.2% | |
| Other values (6) | 8 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 1484 | 66.4% | |
| Space Separator | 743 | 33.2% | |
| Lowercase Letter | 8 | 0.4% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 743 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 382 | 25.7% | |
| C | 200 | 13.5% | |
| M | 158 | 10.6% | |
| N | 142 | 9.6% | |
| Y | 78 | 5.3% | |
| I | 74 | 5.0% | |
| L | 69 | 4.6% | |
| T | 56 | 3.8% | |
| D | 54 | 3.6% | |
| V | 41 | 2.8% | |
| O | 38 | 2.6% | |
| P | 33 | 2.2% | |
| W | 31 | 2.1% | |
| X | 28 | 1.9% | |
| J | 17 | 1.1% | |
| F | 16 | 1.1% | |
| H | 14 | 0.9% | |
| E | 10 | 0.7% | |
| U | 10 | 0.7% | |
| K | 9 | 0.6% | |
| Z | 9 | 0.6% | |
| G | 6 | 0.4% | |
| R | 5 | 0.3% | |
| S | 4 | 0.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| s | 2 | 25.0% | |
| e | 2 | 25.0% | |
| o | 1 | 12.5% | |
| n | 1 | 12.5% | |
| g | 1 | 12.5% | |
| l | 1 | 12.5% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 1492 | 66.8% | |
| Common | 743 | 33.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 743 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| A | 382 | 25.6% | |
| C | 200 | 13.4% | |
| M | 158 | 10.6% | |
| N | 142 | 9.5% | |
| Y | 78 | 5.2% | |
| I | 74 | 5.0% | |
| L | 69 | 4.6% | |
| T | 56 | 3.8% | |
| D | 54 | 3.6% | |
| V | 41 | 2.7% | |
| O | 38 | 2.5% | |
| P | 33 | 2.2% | |
| W | 31 | 2.1% | |
| X | 28 | 1.9% | |
| J | 17 | 1.1% | |
| F | 16 | 1.1% | |
| H | 14 | 0.9% | |
| E | 10 | 0.7% | |
| U | 10 | 0.7% | |
| K | 9 | 0.6% | |
| Z | 9 | 0.6% | |
| G | 6 | 0.4% | |
| R | 5 | 0.3% | |
| S | 4 | 0.3% | |
| s | 2 | 0.1% | |
| Other values (5) | 6 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2235 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 743 | 33.2% | ||
| A | 382 | 17.1% | |
| C | 200 | 8.9% | |
| M | 158 | 7.1% | |
| N | 142 | 6.4% | |
| Y | 78 | 3.5% | |
| I | 74 | 3.3% | |
| L | 69 | 3.1% | |
| T | 56 | 2.5% | |
| D | 54 | 2.4% | |
| V | 41 | 1.8% | |
| O | 38 | 1.7% | |
| P | 33 | 1.5% | |
| W | 31 | 1.4% | |
| X | 28 | 1.3% | |
| J | 17 | 0.8% | |
| F | 16 | 0.7% | |
| H | 14 | 0.6% | |
| E | 10 | 0.4% | |
| U | 10 | 0.4% | |
| K | 9 | 0.4% | |
| Z | 9 | 0.4% | |
| G | 6 | 0.3% | |
| R | 5 | 0.2% | |
| S | 4 | 0.2% | |
| Other values (6) | 8 | 0.4% |
same_state
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 414 | 55.8% | |
| 0 | 328 | 44.2% |
age
Real number (ℝ)
| Distinct count | 102 |
|---|---|
| Unique (%) | 13.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.591644204851754 |
|---|---|
| Minimum | -1 |
| Maximum | 276 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 11 |
| median | 24 |
| Q3 | 59 |
| 95-th percentile | 169 |
| Maximum | 276 |
| Range | 277 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 53.77881512 |
|---|---|
| Coefficient of variation (CV) | 1.154258795 |
| Kurtosis | 2.791116976 |
| Mean | 46.5916442 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 1.78661821 |
| Sum | 34571 |
| Variance | 2892.160956 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1 | 50 | 6.7% | |
| 10 | 32 | 4.3% | |
| 12 | 31 | 4.2% | |
| 24 | 27 | 3.6% | |
| 14 | 24 | 3.2% | |
| 8 | 21 | 2.8% | |
| 9 | 19 | 2.6% | |
| 62 | 18 | 2.4% | |
| 18 | 18 | 2.4% | |
| 36 | 18 | 2.4% | |
| 13 | 18 | 2.4% | |
| 5 | 16 | 2.2% | |
| 7 | 15 | 2.0% | |
| 169 | 14 | 1.9% | |
| 145 | 14 | 1.9% | |
| 23 | 14 | 1.9% | |
| 239 | 14 | 1.9% | |
| 6 | 13 | 1.8% | |
| 55 | 12 | 1.6% | |
| 21 | 12 | 1.6% | |
| 3 | 12 | 1.6% | |
| 85 | 10 | 1.3% | |
| 20 | 10 | 1.3% | |
| 108 | 10 | 1.3% | |
| 17 | 10 | 1.3% | |
| Other values (77) | 290 | 39.1% |
| Value | Count | Frequency (%) | |
| -1 | 50 | 6.7% | |
| 1 | 2 | 0.3% | |
| 3 | 12 | 1.6% | |
| 4 | 5 | 0.7% | |
| 5 | 16 | 2.2% | |
| 6 | 13 | 1.8% | |
| 7 | 15 | 2.0% | |
| 8 | 21 | 2.8% | |
| 9 | 19 | 2.6% | |
| 10 | 32 | 4.3% |
| Value | Count | Frequency (%) | |
| 276 | 1 | 0.1% | |
| 239 | 14 | 1.9% | |
| 208 | 1 | 0.1% | |
| 190 | 4 | 0.5% | |
| 174 | 2 | 0.3% | |
| 171 | 7 | 0.9% | |
| 170 | 1 | 0.1% | |
| 169 | 14 | 1.9% | |
| 168 | 5 | 0.7% | |
| 164 | 2 | 0.3% |
python_yn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 392 | 52.8% | |
| 0 | 350 | 47.2% |
R_yn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 740 | 99.7% | |
| 1 | 2 | 0.3% |
spark
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 575 | 77.5% | |
| 1 | 167 | 22.5% |
aws
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 566 | 76.3% | |
| 1 | 176 | 23.7% |
excel
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 388 | 52.3% | |
| 0 | 354 | 47.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Job Title | Rating | Location | Headquarters | Size | Founded | Type of ownership | Industry | Sector | Revenue | Competitors | hourly | employer_provided | min_salary | max_salary | avg_salary | company_txt | job_state | same_state | age | python_yn | R_yn | spark | aws | excel | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Data Scientist | 3.8 | Albuquerque, NM | Goleta, CA | 501 to 1000 employees | 1973 | Company - Private | Aerospace & Defense | Aerospace & Defense | $50 to $100 million (USD) | -1 | 0 | 0 | 53 | 91 | 72.0 | Tecolote Research\n | NM | 0 | 47 | 1 | 0 | 0 | 0 | 1 |
| 1 | Healthcare Data Scientist | 3.4 | Linthicum, MD | Baltimore, MD | 10000+ employees | 1984 | Other Organization | Health Care Services & Hospitals | Health Care | $2 to $5 billion (USD) | -1 | 0 | 0 | 63 | 112 | 87.5 | University of Maryland Medical System\n | MD | 0 | 36 | 1 | 0 | 0 | 0 | 0 |
| 2 | Data Scientist | 4.8 | Clearwater, FL | Clearwater, FL | 501 to 1000 employees | 2010 | Company - Private | Security Services | Business Services | $100 to $500 million (USD) | -1 | 0 | 0 | 80 | 90 | 85.0 | KnowBe4\n | FL | 1 | 10 | 1 | 0 | 1 | 0 | 1 |
| 3 | Data Scientist | 3.8 | Richland, WA | Richland, WA | 1001 to 5000 employees | 1965 | Government | Energy | Oil, Gas, Energy & Utilities | $500 million to $1 billion (USD) | Oak Ridge National Laboratory, National Renewable Energy Lab, Los Alamos National Laboratory | 0 | 0 | 56 | 97 | 76.5 | PNNL\n | WA | 1 | 55 | 1 | 0 | 0 | 0 | 0 |
| 4 | Data Scientist | 2.9 | New York, NY | New York, NY | 51 to 200 employees | 1998 | Company - Private | Advertising & Marketing | Business Services | Unknown / Non-Applicable | Commerce Signals, Cardlytics, Yodlee | 0 | 0 | 86 | 143 | 114.5 | Affinity Solutions\n | NY | 1 | 22 | 1 | 0 | 0 | 0 | 1 |
| 5 | Data Scientist | 3.4 | Dallas, TX | Dallas, TX | 201 to 500 employees | 2000 | Company - Public | Real Estate | Real Estate | $1 to $2 billion (USD) | Digital Realty, CoreSite, Equinix | 0 | 0 | 71 | 119 | 95.0 | CyrusOne\n | TX | 1 | 20 | 1 | 0 | 0 | 1 | 1 |
| 6 | Data Scientist | 4.1 | Baltimore, MD | Baltimore, MD | 501 to 1000 employees | 2008 | Company - Private | Banks & Credit Unions | Finance | Unknown / Non-Applicable | -1 | 0 | 0 | 54 | 93 | 73.5 | ClearOne Advantage\n | MD | 1 | 12 | 0 | 0 | 0 | 0 | 1 |
| 7 | Data Scientist | 3.8 | San Jose, CA | Seattle, WA | 201 to 500 employees | 2005 | Company - Private | Consulting | Business Services | $25 to $50 million (USD) | -1 | 0 | 0 | 86 | 142 | 114.0 | Logic20/20\n | CA | 0 | 15 | 1 | 0 | 1 | 1 | 1 |
| 8 | Research Scientist | 3.3 | Rochester, NY | Rochester, NY | 10000+ employees | 2014 | Hospital | Health Care Services & Hospitals | Health Care | $500 million to $1 billion (USD) | -1 | 0 | 0 | 38 | 84 | 61.0 | Rochester Regional Health\n | NY | 1 | 6 | 0 | 0 | 0 | 0 | 0 |
| 9 | Data Scientist | 4.6 | New York, NY | New York, NY | 51 to 200 employees | 2009 | Company - Private | Internet | Information Technology | $100 to $500 million (USD) | Clicktripz, SmarterTravel | 0 | 0 | 120 | 160 | 140.0 | <intent>\n | NY | 1 | 11 | 1 | 0 | 1 | 0 | 0 |
Last rows
| Job Title | Rating | Location | Headquarters | Size | Founded | Type of ownership | Industry | Sector | Revenue | Competitors | hourly | employer_provided | min_salary | max_salary | avg_salary | company_txt | job_state | same_state | age | python_yn | R_yn | spark | aws | excel | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 732 | Machine Learning Engineer (NLP) | 4.1 | Palo Alto, CA | Palo Alto, CA | 1 to 50 employees | 2007 | Company - Private | K-12 Education | Education | Unknown / Non-Applicable | -1 | 0 | 0 | 80 | 142 | 111.0 | CK-12 Foundation\n | CA | 1 | 13 | 1 | 0 | 0 | 1 | 1 |
| 733 | Senior Data Analyst | 3.9 | San Francisco, CA | San Francisco, CA | 51 to 200 employees | 2008 | Company - Public | Computer Hardware & Software | Information Technology | Unknown / Non-Applicable | -1 | 0 | 0 | 99 | 178 | 138.5 | Life360\n | CA | 1 | 12 | 1 | 0 | 0 | 0 | 0 |
| 734 | Data Science Project Manager | 3.6 | Boston, MA | Springfield, MA | 5001 to 10000 employees | 1851 | Company - Private | Insurance Carriers | Insurance | $10+ billion (USD) | -1 | 0 | 0 | 37 | 100 | 68.5 | MassMutual\n | MA | 0 | 169 | 0 | 0 | 0 | 0 | 1 |
| 735 | Data Engineer | 3.9 | San Francisco, CA | San Francisco, CA | 201 to 500 employees | 2011 | Company - Private | Internet | Information Technology | $100 to $500 million (USD) | Belly, SpotOn | 0 | 0 | 62 | 113 | 87.5 | Fivestars\n | CA | 1 | 9 | 1 | 0 | 0 | 1 | 1 |
| 736 | Principal, Data Science - Advanced Analytics | 3.6 | Plymouth Meeting, PA | Durham, NC | 10000+ employees | 2017 | Company - Public | Biotech & Pharmaceuticals | Biotech & Pharmaceuticals | $2 to $5 billion (USD) | PPD, INC Research, PRA Health Sciences | 0 | 0 | 86 | 137 | 111.5 | IQVIA\n | PA | 0 | 3 | 0 | 0 | 0 | 0 | 0 |
| 737 | Sr Scientist, Immuno-Oncology - Oncology | 3.9 | Cambridge, MA | Brentford, United Kingdom | 10000+ employees | 1830 | Company - Public | Biotech & Pharmaceuticals | Biotech & Pharmaceuticals | $10+ billion (USD) | Pfizer, AstraZeneca, Merck | 0 | 0 | 58 | 111 | 84.5 | GSK\n | MA | 0 | 190 | 0 | 0 | 0 | 1 | 0 |
| 738 | Senior Data Engineer | 4.4 | Nashville, TN | San Francisco, CA | 1001 to 5000 employees | 2006 | Company - Public | Internet | Information Technology | $100 to $500 million (USD) | See Tickets, TicketWeb, Vendini | 0 | 0 | 72 | 133 | 102.5 | Eventbrite\n | TN | 0 | 14 | 1 | 0 | 1 | 1 | 0 |
| 739 | Project Scientist - Auton Lab, Robotics Institute | 2.6 | Pittsburgh, PA | Pittsburgh, PA | 501 to 1000 employees | 1984 | College / University | Colleges & Universities | Education | Unknown / Non-Applicable | -1 | 0 | 0 | 56 | 91 | 73.5 | Software Engineering Institute\n | PA | 1 | 36 | 0 | 0 | 0 | 0 | 1 |
| 740 | Data Science Manager | 3.2 | Allentown, PA | Chadds Ford, PA | 1 to 50 employees | -1 | Company - Private | Staffing & Outsourcing | Business Services | $5 to $10 million (USD) | -1 | 0 | 0 | 95 | 160 | 127.5 | Numeric, LLC\n | PA | 0 | -1 | 0 | 0 | 0 | 0 | 1 |
| 741 | Research Scientist – Security and Privacy | 3.6 | Beavercreek, OH | Arlington, VA | 501 to 1000 employees | 1967 | Nonprofit Organization | Federal Agencies | Government | $50 to $100 million (USD) | -1 | 0 | 0 | 61 | 126 | 93.5 | Riverside Research Institute\n | OH | 0 | 53 | 1 | 0 | 0 | 0 | 0 |
Most frequent
| Job Title | Rating | Location | Headquarters | Size | Founded | Type of ownership | Industry | Sector | Revenue | Competitors | hourly | employer_provided | min_salary | max_salary | avg_salary | company_txt | job_state | same_state | age | python_yn | R_yn | spark | aws | excel | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | Analytics Manager - Data Mart | 3.5 | Scotts Valley, CA | Scotts Valley, CA | 501 to 1000 employees | 1996 | Nonprofit Organization | Health Care Services & Hospitals | Health Care | $500 million to $1 billion (USD) | -1 | 0 | 0 | 42 | 86 | 64.0 | Central California Alliance for Health\n | CA | 1 | 24 | 0 | 0 | 0 | 0 | 0 | 4 |
| 95 | Food Scientist - Developer | 3.3 | Milwaukee, WI | Milwaukee, WI | 501 to 1000 employees | 1964 | Company - Private | Food & Beverage Manufacturing | Manufacturing | Unknown / Non-Applicable | -1 | 0 | 0 | 40 | 68 | 54.0 | Palermo's Pizza\n | WI | 1 | 56 | 0 | 0 | 0 | 0 | 0 | 4 |
| 108 | MED TECH/LAB SCIENTIST- SOUTH COASTAL LAB | 3.6 | Millville, DE | Lewes, DE | 1001 to 5000 employees | 1935 | Nonprofit Organization | Health Care Services & Hospitals | Health Care | $100 to $500 million (USD) | -1 | 1 | 0 | 21 | 34 | 27.5 | Beebe Healthcare\n | DE | 0 | 85 | 0 | 0 | 0 | 0 | 0 | 4 |
| 115 | Marketing Data Analyst | 3.6 | Highland, CA | Highland, CA | 1001 to 5000 employees | 1986 | Company - Private | Gambling | Arts, Entertainment & Recreation | $100 to $500 million (USD) | -1 | 0 | 0 | 35 | 62 | 48.5 | San Manuel Casino\n | CA | 1 | 34 | 0 | 0 | 0 | 0 | 1 | 4 |
| 120 | Medical Laboratory Scientist | 4.0 | Burleson, TX | Arlington, TX | 1001 to 5000 employees | 1977 | Hospital | Health Care Services & Hospitals | Health Care | $50 to $100 million (USD) | -1 | 1 | 0 | 18 | 25 | 21.5 | Texas Health Huguley Hospital\n | TX | 0 | 43 | 0 | 0 | 0 | 1 | 0 | 4 |
| 136 | R&D Specialist/ Food Scientist | 2.4 | Hoopeston, IL | Flower Mound, TX | 501 to 1000 employees | -1 | Company - Private | Food & Beverage Manufacturing | Manufacturing | $100 to $500 million (USD) | -1 | 0 | 0 | 39 | 66 | 52.5 | Teasdale Latin Foods\n | IL | 0 | -1 | 0 | 0 | 0 | 0 | 0 | 4 |
| 188 | Senior Research Scientist-Machine Learning | 2.6 | Pittsburgh, PA | Pittsburgh, PA | 501 to 1000 employees | 1984 | College / University | Colleges & Universities | Education | Unknown / Non-Applicable | -1 | 0 | 0 | 81 | 167 | 124.0 | Software Engineering Institute\n | PA | 1 | 36 | 0 | 0 | 0 | 0 | 0 | 4 |
| 205 | Sr. Data Engineer - Contract-to-Hire (Java) | 3.0 | Knoxville, TN | Knoxville, TN | 10000+ employees | 1958 | Company - Private | Gas Stations | Retail | $10+ billion (USD) | TravelCenters of America, Love's Travel Stops & Country Stores, Wawa | 0 | 0 | 69 | 127 | 98.0 | Pilot Flying J Travel Centers LLC\n | TN | 1 | 62 | 1 | 0 | 0 | 0 | 0 | 4 |
| 217 | Staff Scientist-Downstream Process Development | 2.7 | Rockville, MD | Rockville, MD | 201 to 500 employees | 1961 | Company - Private | Biotech & Pharmaceuticals | Biotech & Pharmaceuticals | $25 to $50 million (USD) | -1 | 0 | 0 | 49 | 113 | 81.0 | Advanced BioScience Laboratories\n | MD | 1 | 59 | 0 | 0 | 0 | 0 | 1 | 4 |
| 3 | Associate Data Analyst- Graduate Development Program | 3.3 | Richfield, OH | Richfield, OH | 501 to 1000 employees | 1989 | Company - Private | Insurance Carriers | Insurance | $500 million to $1 billion (USD) | -1 | 0 | 0 | 32 | 59 | 45.5 | National Interstate\n | OH | 1 | 31 | 0 | 0 | 0 | 0 | 0 | 3 |